Profile Report

Dataset statistics

Number of variables	38
Number of observations	500
Missing cells	2825
Missing cells (%)	14.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	148.6 KiB
Average record size in memory	304.3 B

Variable types

Numeric	8
Categorical	30

Alerts

`Power Source` has constant value "Submitted"	Constant
`Memory` has constant value "513,792"	Constant
`OS Family` has constant value "Linux"	Constant
`Name` has a high cardinality: 348 distinct values	High cardinality
`Computer` has a high cardinality: 304 distinct values	High cardinality
`Site` has a high cardinality: 221 distinct values	High cardinality
`Total Cores` has a high cardinality: 345 distinct values	High cardinality
`Accelerator/Co-Processor Cores` has a high cardinality: 110 distinct values	High cardinality
`Rmax [TFlop/s]` has a high cardinality: 411 distinct values	High cardinality
`Rpeak [TFlop/s]` has a high cardinality: 391 distinct values	High cardinality
`Nmax` has a high cardinality: 369 distinct values	High cardinality
`HPCG [TFlop/s]` has a high cardinality: 98 distinct values	High cardinality
`Power (kW)` has a high cardinality: 172 distinct values	High cardinality
`Processor` has a high cardinality: 109 distinct values	High cardinality
`System Model` has a high cardinality: 131 distinct values	High cardinality
`System Family` has a high cardinality: 51 distinct values	High cardinality
`Site ID` has a high cardinality: 233 distinct values	High cardinality
`Rank` is highly correlated with `Previous Rank` and 10 other fields	High correlation
`Previous Rank` is highly correlated with `Rank` and 12 other fields	High correlation
`First Appearance` is highly correlated with `Manufacturer` and 12 other fields	High correlation
`First Rank` is highly correlated with `Rank` and 11 other fields	High correlation
`Year` is highly correlated with `First Appearance` and 11 other fields	High correlation
`Energy Efficiency [GFlops/Watts]` is highly correlated with `Manufacturer` and 9 other fields	High correlation
`Cores per Socket` is highly correlated with `Manufacturer` and 11 other fields	High correlation
`System ID` is highly correlated with `Rank` and 14 other fields	High correlation
`Manufacturer` is highly correlated with `Rank` and 21 other fields	High correlation
`Country` is highly correlated with `Previous Rank` and 14 other fields	High correlation
`Segment` is highly correlated with `Manufacturer` and 12 other fields	High correlation
`Nhalf` is highly correlated with `Rank` and 21 other fields	High correlation
`HPCG [TFlop/s]` is highly correlated with `Rank` and 20 other fields	High correlation
`Architecture` is highly correlated with `Manufacturer` and 10 other fields	High correlation
`Processor Technology` is highly correlated with `Rank` and 19 other fields	High correlation
`Processor Speed (MHz)` is highly correlated with `First Appearance` and 16 other fields	High correlation
`Operating System` is highly correlated with `Rank` and 21 other fields	High correlation
`Accelerator/Co-Processor` is highly correlated with `First Appearance` and 17 other fields	High correlation
`Processor Generation` is highly correlated with `Rank` and 19 other fields	High correlation
`System Family` is highly correlated with `Rank` and 21 other fields	High correlation
`Interconnect Family` is highly correlated with `Previous Rank` and 16 other fields	High correlation
`Interconnect` is highly correlated with `Rank` and 21 other fields	High correlation
`Continent` is highly correlated with `Manufacturer` and 9 other fields	High correlation
`Previous Rank` has 39 (7.8%) missing values	Missing
`Name` has 141 (28.2%) missing values	Missing
`Accelerator/Co-Processor Cores` has 330 (66.0%) missing values	Missing
`Nhalf` has 487 (97.4%) missing values	Missing
`HPCG [TFlop/s]` has 398 (79.6%) missing values	Missing
`Power (kW)` has 309 (61.8%) missing values	Missing
`Power Source` has 309 (61.8%) missing values	Missing
`Energy Efficiency [GFlops/Watts]` has 309 (61.8%) missing values	Missing
`Memory` has 499 (99.8%) missing values	Missing
`Rank` is uniformly distributed	Uniform
`Previous Rank` is uniformly distributed	Uniform
`Name` is uniformly distributed	Uniform
`Nhalf` is uniformly distributed	Uniform
`HPCG [TFlop/s]` is uniformly distributed	Uniform
`Power (kW)` is uniformly distributed	Uniform
`Rank` has unique values	Unique
`System ID` has unique values	Unique

Reproduction

Analysis started	2022-09-22 13:12:57.381093
Analysis finished	2022-09-22 13:13:06.659580
Duration	9.28 seconds
Software version	pandas-profiling v3.3.0
Download configuration	config.json

Rank
Real number (ℝ_≥0)

HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	500
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	250.5

Minimum	1
Maximum	500
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	1
5-th percentile	25.95
Q1	125.75
median	250.5
Q3	375.25
95-th percentile	475.05
Maximum	500
Range	499
Interquartile range (IQR)	249.5

Descriptive statistics

Standard deviation	144.4818328
Coefficient of variation (CV)	0.5767737835
Kurtosis	-1.2
Mean	250.5
Median Absolute Deviation (MAD)	125
Skewness	0
Sum	125250
Variance	20875
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.2%
330	1	0.2%
343	1	0.2%
342	1	0.2%
341	1	0.2%
340	1	0.2%
339	1	0.2%
338	1	0.2%
337	1	0.2%
336	1	0.2%
Other values (490)	490	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.2%
2	1	0.2%
3	1	0.2%
4	1	0.2%
5	1	0.2%
6	1	0.2%
7	1	0.2%
8	1	0.2%
9	1	0.2%
10	1	0.2%

Value	Count	Frequency (%)
500	1	0.2%
499	1	0.2%
498	1	0.2%
497	1	0.2%
496	1	0.2%
495	1	0.2%
494	1	0.2%
493	1	0.2%
492	1	0.2%
491	1	0.2%

Previous Rank
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
UNIFORM

Distinct	461
Distinct (%)	100.0%
Missing	39
Missing (%)	7.8%
Infinite	0
Infinite (%)	0.0%
Mean	232.9023861

Minimum	1
Maximum	465
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	1
5-th percentile	24
Q1	117
median	232
Q3	349
95-th percentile	442
Maximum	465
Range	464
Interquartile range (IQR)	232

Descriptive statistics

Standard deviation	134.3223783
Coefficient of variation (CV)	0.5767325126
Kurtosis	-1.201938305
Mean	232.9023861
Median Absolute Deviation (MAD)	116
Skewness	0.001330421285
Sum	107368
Variance	18042.50132
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
320	1	0.2%
318	1	0.2%
317	1	0.2%
316	1	0.2%
315	1	0.2%
314	1	0.2%
313	1	0.2%
312	1	0.2%
311	1	0.2%
310	1	0.2%
Other values (451)	451	90.2%
(Missing)	39	7.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.2%
2	1	0.2%
3	1	0.2%
4	1	0.2%
5	1	0.2%
6	1	0.2%
7	1	0.2%
8	1	0.2%
9	1	0.2%
10	1	0.2%

Value	Count	Frequency (%)
465	1	0.2%
464	1	0.2%
463	1	0.2%
462	1	0.2%
461	1	0.2%
460	1	0.2%
459	1	0.2%
458	1	0.2%
457	1	0.2%
456	1	0.2%

First Appearance
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	23
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.156

Minimum	35
Maximum	59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	35
5-th percentile	45
Q1	52
median	55
Q3	57
95-th percentile	59
Maximum	59
Range	24
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.938869557
Coefficient of variation (CV)	0.07273191441
Kurtosis	3.070949192
Mean	54.156
Median Absolute Deviation (MAD)	2
Skewness	-1.443136624
Sum	27078
Variance	15.51469339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
54	71	14.2%
58	69	13.8%
57	55	11.0%
55	55	11.0%
51	44	8.8%
53	40	8.0%
59	39	7.8%
56	39	7.8%
52	34	6.8%
48	10	2.0%
Other values (13)	44	8.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
35	1	0.2%
36	1	0.2%
37	1	0.2%
40	1	0.2%
41	2	0.4%
42	1	0.2%
43	4	0.8%
44	5	1.0%
45	10	2.0%
46	1	0.2%

Value	Count	Frequency (%)
59	39	7.8%
58	69	13.8%
57	55	11.0%
56	39	7.8%
55	55	11.0%
54	71	14.2%
53	40	8.0%
52	34	6.8%
51	44	8.8%
50	2	0.4%

First Rank
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	250
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	127.524

Minimum	1
Maximum	423
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	1
5-th percentile	11
Q1	52
median	116.5
Q3	176
95-th percentile	303.05
Maximum	423
Range	422
Interquartile range (IQR)	124

Descriptive statistics

Standard deviation	90.80341372
Coefficient of variation (CV)	0.7120496042
Kurtosis	0.5375954009
Mean	127.524
Median Absolute Deviation (MAD)	62.5
Skewness	0.8613734414
Sum	63762
Variance	8245.259944
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	7	1.4%
1	6	1.2%
114	6	1.2%
29	5	1.0%
130	5	1.0%
19	5	1.0%
28	5	1.0%
12	5	1.0%
135	4	0.8%
26	4	0.8%
Other values (240)	448	89.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6	1.2%
3	2	0.4%
5	3	0.6%
6	2	0.4%
7	4	0.8%
8	1	0.2%
9	1	0.2%
10	3	0.6%
11	7	1.4%
12	5	1.0%

Value	Count	Frequency (%)
423	1	0.2%
414	1	0.2%
403	2	0.4%
401	1	0.2%
398	1	0.2%
393	1	0.2%
379	1	0.2%
372	1	0.2%
363	2	0.4%
362	1	0.2%

Name
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	348
Distinct (%)	96.9%
Missing	141
Missing (%)	28.2%
Memory size	4.0 KiB

A14A	3
A1A	2
HKVDPSystem	2
Bank P A2	2
A8A	2
Other values (343)	348

Length

Max length	38
Median length	27
Mean length	9.47632312
Min length	2

Characters and Unicode

Total characters	3402
Distinct characters	73
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	338 ?
Unique (%)	94.2%

Sample

1st row	Frontier
2nd row	Supercomputer Fugaku
3rd row	LUMI
4th row	Summit
5th row	Sierra

Common Values

Value	Count	Frequency (%)
A14A	3	0.6%
A1A	2	0.4%
HKVDPSystem	2	0.4%
Bank P A2	2	0.4%
A8A	2	0.4%
A7A	2	0.4%
Jean Zay	2	0.4%
bsystem	2	0.4%
A13A	2	0.4%
A17A	2	0.4%
Other values (338)	338	67.6%
(Missing)	141	28.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
company	20	3.6%
m	18	3.2%
software	18	3.2%
gpu	7	1.3%
cpu	6	1.1%
module	6	1.1%
cts-1	5	0.9%
	5	0.9%
2	5	0.9%
partition	5	0.9%
Other values (393)	464	83.0%

Most occurring characters

Value	Count	Frequency (%)
a	230	6.8%
e	214	6.3%
	201	5.9%
r	157	4.6%
A	153	4.5%
o	144	4.2%
t	139	4.1%
n	137	4.0%
i	124	3.6%
S	103	3.0%
Other values (63)	1800	52.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1838	54.0%
Uppercase Letter	1019	30.0%
Decimal Number	203	6.0%
Space Separator	201	5.9%
Dash Punctuation	65	1.9%
Open Punctuation	30	0.9%
Close Punctuation	30	0.9%
Other Punctuation	15	0.4%
Math Symbol	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	230	12.5%
e	214	11.6%
r	157	8.5%
o	144	7.8%
t	139	7.6%
n	137	7.5%
i	124	6.7%
s	84	4.6%
u	79	4.3%
l	77	4.2%
Other values (19)	453	24.6%

Uppercase Letter

Value	Count	Frequency (%)
A	153	15.0%
S	103	10.1%
C	92	9.0%
P	63	6.2%
M	58	5.7%
I	55	5.4%
T	51	5.0%
B	38	3.7%
U	37	3.6%
G	36	3.5%
Other values (16)	333	32.7%

Decimal Number

Value	Count	Frequency (%)
1	83	40.9%
2	44	21.7%
0	23	11.3%
3	17	8.4%
4	11	5.4%
5	7	3.4%
7	6	3.0%
6	6	3.0%
8	4	2.0%
9	2	1.0%

Other Punctuation

Value	Count	Frequency (%)
/	6	40.0%
.	5	33.3%
,	4	26.7%

Space Separator

Value	Count	Frequency (%)
	201	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	65	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	30	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	30	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2857	84.0%
Common	545	16.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	230	8.1%
e	214	7.5%
r	157	5.5%
A	153	5.4%
o	144	5.0%
t	139	4.9%
n	137	4.8%
i	124	4.3%
S	103	3.6%
C	92	3.2%
Other values (45)	1364	47.7%

Common

Value	Count	Frequency (%)
	201	36.9%
1	83	15.2%
-	65	11.9%
2	44	8.1%
(	30	5.5%
)	30	5.5%
0	23	4.2%
3	17	3.1%
4	11	2.0%
5	7	1.3%
Other values (8)	34	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3398	99.9%
None	4	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	230	6.8%
e	214	6.3%
	201	5.9%
r	157	4.6%
A	153	4.5%
o	144	4.2%
t	139	4.1%
n	137	4.0%
i	124	3.6%
S	103	3.0%
Other values (59)	1796	52.9%

None

Value	Count	Frequency (%)
é	1	25.0%
ï	1	25.0%
ã	1	25.0%
ê	1	25.0%

Computer
Categorical

HIGH CARDINALITY

Distinct	304
Distinct (%)	60.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

ThinkSystem C0366, Xeon Gold 6252 24C 2.1GHz, 100G Ethernet	26
Lenovo C1040, Xeon E5-2673v4 20C 2.3GHz, 40G Ethernet	19
Lenovo HR650x, Xeon Gold 6133 20C 2.5GHz, 25G Ethernet	16
ThinkSystem C2397, Xeon Platinum 8280 28C 2.7GHz, 100G Ethernet	14
ThinkSystem HR650X, Xeon Gold 6233 24C 2.5GHz, 25G Ethernet	11
Other values (299)	414

Length

Max length	120
Median length	100.5
Mean length	68.282
Min length	47

Characters and Unicode

Total characters	34141
Distinct characters	68
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	241 ?
Unique (%)	48.2%

Sample

1st row	HPE Cray EX235a, AMD Optimized 3rd Generation EPYC 64C 2GHz, AMD Instinct MI250X, Slingshot-11
2nd row	Supercomputer Fugaku, A64FX 48C 2.2GHz, Tofu interconnect D
3rd row	HPE Cray EX235a, AMD Optimized 3rd Generation EPYC 64C 2GHz, AMD Instinct MI250X, Slingshot-11
4th row	IBM Power System AC922, IBM POWER9 22C 3.07GHz, NVIDIA Volta GV100, Dual-rail Mellanox EDR Infiniband
5th row	IBM Power System AC922, IBM POWER9 22C 3.1GHz, NVIDIA Volta GV100, Dual-rail Mellanox EDR Infiniband

Common Values

Value	Count	Frequency (%)
ThinkSystem C0366, Xeon Gold 6252 24C 2.1GHz, 100G Ethernet	26	5.2%
Lenovo C1040, Xeon E5-2673v4 20C 2.3GHz, 40G Ethernet	19	3.8%
Lenovo HR650x, Xeon Gold 6133 20C 2.5GHz, 25G Ethernet	16	3.2%
ThinkSystem C2397, Xeon Platinum 8280 28C 2.7GHz, 100G Ethernet	14	2.8%
ThinkSystem HR650X, Xeon Gold 6233 24C 2.5GHz, 25G Ethernet	11	2.2%
Cray XC40, Xeon E5-2695v4 18C 2.1GHz, Aries interconnect	8	1.6%
ThinkSystem HR650X, Xeon Gold 6233 24C 2.5GHz, 10G Ethernet	8	1.6%
HPE Cray EX235a, AMD Optimized 3rd Generation EPYC 64C 2GHz, AMD Instinct MI250X, Slingshot-11	7	1.4%
ThinkSystem SR590, Xeon Gold 5218 16C 2.3GHz, 10G Ethernet	6	1.2%
Sugon TC6000, Xeon Gold 6130 16C 2.1GHz, 25G Ethernet	6	1.2%
Other values (294)	379	75.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
xeon	396	7.5%
gold	218	4.2%
ethernet	203	3.9%
infiniband	184	3.5%
nvidia	172	3.3%
thinksystem	122	2.3%
amd	101	1.9%
24c	100	1.9%
20c	95	1.8%
epyc	92	1.8%
Other values (459)	3565	67.9%

Most occurring characters

Value	Count	Frequency (%)
	4788	14.0%
n	1891	5.5%
e	1525	4.5%
0	1519	4.4%
2	1439	4.2%
,	1177	3.4%
G	1037	3.0%
o	991	2.9%
t	927	2.7%
C	872	2.6%
Other values (58)	17975	52.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11812	34.6%
Uppercase Letter	8383	24.6%
Decimal Number	7224	21.2%
Space Separator	4788	14.0%
Other Punctuation	1703	5.0%
Dash Punctuation	219	0.6%
Format	10	< 0.1%
Connector Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	1891	16.0%
e	1525	12.9%
o	991	8.4%
t	927	7.8%
i	825	7.0%
l	818	6.9%
a	695	5.9%
r	522	4.4%
z	506	4.3%
d	471	4.0%
Other values (16)	2641	22.4%

Uppercase Letter

Value	Count	Frequency (%)
G	1037	12.4%
C	872	10.4%
H	752	9.0%
I	725	8.6%
X	619	7.4%
E	589	7.0%
D	540	6.4%
A	438	5.2%
S	417	5.0%
P	375	4.5%
Other values (15)	2019	24.1%

Decimal Number

Value	Count	Frequency (%)
0	1519	21.0%
2	1439	19.9%
1	865	12.0%
6	820	11.4%
4	681	9.4%
5	666	9.2%
8	437	6.0%
3	421	5.8%
7	267	3.7%
9	109	1.5%

Other Punctuation

Value	Count	Frequency (%)
,	1177	69.1%
.	465	27.3%
/	61	3.6%

Space Separator

Value	Count	Frequency (%)
	4788	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	219	100.0%

Format

Value	Count	Frequency (%)
	10	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	20195	59.2%
Common	13946	40.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	1891	9.4%
e	1525	7.6%
G	1037	5.1%
o	991	4.9%
t	927	4.6%
C	872	4.3%
i	825	4.1%
l	818	4.1%
H	752	3.7%
I	725	3.6%
Other values (41)	9832	48.7%

Common

Value	Count	Frequency (%)
	4788	34.3%
0	1519	10.9%
2	1439	10.3%
,	1177	8.4%
1	865	6.2%
6	820	5.9%
4	681	4.9%
5	666	4.8%
.	465	3.3%
8	437	3.1%
Other values (7)	1089	7.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34131	> 99.9%
Punctuation	10	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4788	14.0%
n	1891	5.5%
e	1525	4.5%
0	1519	4.5%
2	1439	4.2%
,	1177	3.4%
G	1037	3.0%
o	991	2.9%
t	927	2.7%
C	872	2.6%
Other values (57)	17965	52.6%

Punctuation

Value	Count	Frequency (%)
	10	100.0%

Site
Categorical

HIGH CARDINALITY

Distinct	221
Distinct (%)	44.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Service Provider T	58
Software Company MUS	26
Internet Company	18
Hosting Services	14
Government	14
Other values (216)	370

Length

Max length	116
Median length	70
Mean length	24.268
Min length	3

Characters and Unicode

Total characters	12134
Distinct characters	75
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	132 ?
Unique (%)	26.4%

Sample

1st row	DOE/SC/Oak Ridge National Laboratory
2nd row	RIKEN Center for Computational Science
3rd row	EuroHPC/CSC
4th row	DOE/SC/Oak Ridge National Laboratory
5th row	DOE/NNSA/LLNL

Common Values

Value	Count	Frequency (%)
Service Provider T	58	11.6%
Software Company MUS	26	5.2%
Internet Company	18	3.6%
Hosting Services	14	2.8%
Government	14	2.8%
DJIT Company	12	2.4%
Internet Service (B)	7	1.4%
Internet Service P	6	1.2%
NVIDIA Corporation	6	1.2%
Saudi Aramco	5	1.0%
Other values (211)	334	66.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
company	89	5.6%
service	86	5.4%
provider	68	4.3%
t	58	3.7%
national	44	2.8%
internet	42	2.6%
software	41	2.6%
center	39	2.5%
university	37	2.3%
of	32	2.0%
Other values (383)	1051	66.2%

Most occurring characters

Value	Count	Frequency (%)
e	1155	9.5%
	1091	9.0%
r	850	7.0%
n	805	6.6%
o	777	6.4%
i	695	5.7%
t	678	5.6%
a	675	5.6%
c	366	3.0%
S	360	3.0%
Other values (65)	4682	38.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	8544	70.4%
Uppercase Letter	2212	18.2%
Space Separator	1091	9.0%
Other Punctuation	120	1.0%
Open Punctuation	61	0.5%
Close Punctuation	61	0.5%
Dash Punctuation	34	0.3%
Decimal Number	10	0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1155	13.5%
r	850	9.9%
n	805	9.4%
o	777	9.1%
i	695	8.1%
t	678	7.9%
a	675	7.9%
c	366	4.3%
s	286	3.3%
v	271	3.2%
Other values (24)	1986	23.2%

Uppercase Letter

Value	Count	Frequency (%)
S	360	16.3%
C	316	14.3%
I	174	7.9%
T	162	7.3%
A	142	6.4%
N	122	5.5%
P	122	5.5%
U	99	4.5%
E	90	4.1%
M	87	3.9%
Other values (17)	538	24.3%

Other Punctuation

Value	Count	Frequency (%)
/	72	60.0%
,	19	15.8%
.	17	14.2%
'	8	6.7%
&	3	2.5%
#	1	0.8%

Dash Punctuation

Value	Count	Frequency (%)
-	33	97.1%
–	1	2.9%

Decimal Number

Value	Count	Frequency (%)
2	6	60.0%
4	4	40.0%

Space Separator

Value	Count	Frequency (%)
	1091	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	61	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	61	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10756	88.6%
Common	1378	11.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1155	10.7%
r	850	7.9%
n	805	7.5%
o	777	7.2%
i	695	6.5%
t	678	6.3%
a	675	6.3%
c	366	3.4%
S	360	3.3%
C	316	2.9%
Other values (51)	4079	37.9%

Common

Value	Count	Frequency (%)
	1091	79.2%
/	72	5.2%
(	61	4.4%
)	61	4.4%
-	33	2.4%
,	19	1.4%
.	17	1.2%
'	8	0.6%
2	6	0.4%
4	4	0.3%
Other values (4)	6	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12117	99.9%
None	16	0.1%
Punctuation	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1155	9.5%
	1091	9.0%
r	850	7.0%
n	805	6.6%
o	777	6.4%
i	695	5.7%
t	678	5.6%
a	675	5.6%
c	366	3.0%
S	360	3.0%
Other values (55)	4665	38.5%

None

Value	Count	Frequency (%)
ó	4	25.0%
ö	2	12.5%
ä	2	12.5%
é	2	12.5%
ü	2	12.5%
ç	1	6.2%
ã	1	6.2%
í	1	6.2%
Ü	1	6.2%

Punctuation

Value	Count	Frequency (%)
–	1	100.0%

Manufacturer
Categorical

HIGH CORRELATION

Distinct	36
Distinct (%)	7.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Lenovo	161
HPE	96
Inspur	50
Atos	42
Sugon	36
Other values (31)	115

Length

Max length	51
Median length	31
Mean length	5.924
Min length	3

Characters and Unicode

Total characters	2962
Distinct characters	55
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	2.8%

Sample

1st row	HPE
2nd row	Fujitsu
3rd row	HPE
4th row	IBM
5th row	IBM / NVIDIA / Mellanox

Common Values

Value	Count	Frequency (%)
Lenovo	161	32.2%
HPE	96	19.2%
Inspur	50	10.0%
Atos	42	8.4%
Sugon	36	7.2%
DELL EMC	17	3.4%
Nvidia	14	2.8%
Fujitsu	13	2.6%
NEC	10	2.0%
Huawei	7	1.4%
Other values (26)	54	10.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
lenovo	162	28.5%
hpe	96	16.9%
inspur	51	9.0%
atos	42	7.4%
sugon	36	6.3%
nvidia	19	3.3%
dell	17	3.0%
emc	17	3.0%
fujitsu	14	2.5%
	11	1.9%
Other values (41)	103	18.1%

Most occurring characters

Value	Count	Frequency (%)
o	435	14.7%
n	282	9.5%
e	204	6.9%
L	199	6.7%
v	178	6.0%
E	157	5.3%
u	148	5.0%
s	118	4.0%
H	106	3.6%
P	106	3.6%
Other values (45)	1029	34.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1883	63.6%
Uppercase Letter	988	33.4%
Space Separator	68	2.3%
Other Punctuation	21	0.7%
Dash Punctuation	2	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	435	23.1%
n	282	15.0%
e	204	10.8%
v	178	9.5%
u	148	7.9%
s	118	6.3%
i	84	4.5%
t	83	4.4%
r	79	4.2%
p	62	3.3%
Other values (16)	210	11.2%

Uppercase Letter

Value	Count	Frequency (%)
L	199	20.1%
E	157	15.9%
H	106	10.7%
P	106	10.7%
I	78	7.9%
A	67	6.8%
C	47	4.8%
S	43	4.4%
N	42	4.3%
M	39	3.9%
Other values (14)	104	10.5%

Other Punctuation

Value	Count	Frequency (%)
/	15	71.4%
.	3	14.3%
,	3	14.3%

Space Separator

Value	Count	Frequency (%)
	68	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2871	96.9%
Common	91	3.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	435	15.2%
n	282	9.8%
e	204	7.1%
L	199	6.9%
v	178	6.2%
E	157	5.5%
u	148	5.2%
s	118	4.1%
H	106	3.7%
P	106	3.7%
Other values (40)	938	32.7%

Common

Value	Count	Frequency (%)
	68	74.7%
/	15	16.5%
.	3	3.3%
,	3	3.3%
-	2	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2962	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	435	14.7%
n	282	9.5%
e	204	6.9%
L	199	6.7%
v	178	6.0%
E	157	5.3%
u	148	5.0%
s	118	4.0%
H	106	3.6%
P	106	3.6%
Other values (45)	1029	34.7%

Country
Categorical

HIGH CORRELATION

Distinct	32
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

China	173
United States	128
Japan	33
Germany	31
France	22
Other values (27)	113

Length

Max length	20
Median length	14
Mean length	8.004
Min length	5

Characters and Unicode

Total characters	4002
Distinct characters	41
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	0.8%

Sample

1st row	United States
2nd row	Japan
3rd row	Finland
4th row	United States
5th row	United States

Common Values

Value	Count	Frequency (%)
China	173	34.6%
United States	128	25.6%
Japan	33	6.6%
Germany	31	6.2%
France	22	4.4%
Canada	14	2.8%
United Kingdom	12	2.4%
Russia	7	1.4%
Netherlands	6	1.2%
Brazil	6	1.2%
Other values (22)	68	13.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
china	173	26.4%
united	142	21.6%
states	128	19.5%
japan	33	5.0%
germany	31	4.7%
france	22	3.4%
canada	14	2.1%
kingdom	12	1.8%
russia	7	1.1%
netherlands	6	0.9%
Other values (26)	88	13.4%

Most occurring characters

Value	Count	Frequency (%)
a	563	14.1%
n	470	11.7%
t	429	10.7%
i	383	9.6%
e	369	9.2%
d	204	5.1%
C	189	4.7%
h	187	4.7%
s	157	3.9%
	156	3.9%
Other values (31)	895	22.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3190	79.7%
Uppercase Letter	656	16.4%
Space Separator	156	3.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	563	17.6%
n	470	14.7%
t	429	13.4%
i	383	12.0%
e	369	11.6%
d	204	6.4%
h	187	5.9%
s	157	4.9%
r	105	3.3%
m	47	1.5%
Other values (12)	276	8.7%

Uppercase Letter

Value	Count	Frequency (%)
C	189	28.8%
S	155	23.6%
U	142	21.6%
J	33	5.0%
G	31	4.7%
F	26	4.0%
K	18	2.7%
A	15	2.3%
I	12	1.8%
N	8	1.2%
Other values (8)	27	4.1%

Space Separator

Value	Count	Frequency (%)
	156	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3846	96.1%
Common	156	3.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	563	14.6%
n	470	12.2%
t	429	11.2%
i	383	10.0%
e	369	9.6%
d	204	5.3%
C	189	4.9%
h	187	4.9%
s	157	4.1%
S	155	4.0%
Other values (30)	740	19.2%

Common

Value	Count	Frequency (%)
	156	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4002	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	563	14.1%
n	470	11.7%
t	429	10.7%
i	383	9.6%
e	369	9.2%
d	204	5.1%
C	189	4.7%
h	187	4.7%
s	157	3.9%
	156	3.9%
Other values (31)	895	22.4%

Year
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	12
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2019.308

Minimum	2010
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	2010
5-th percentile	2016
Q1	2018
median	2020
Q3	2021
95-th percentile	2022
Maximum	2022
Range	12
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.835176216
Coefficient of variation (CV)	0.0009088144136
Kurtosis	2.218661745
Mean	2019.308
Median Absolute Deviation (MAD)	1
Skewness	-1.124243696
Sum	1009654
Variance	3.367871743
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2021	119	23.8%
2019	107	21.4%
2020	101	20.2%
2018	76	15.2%
2022	32	6.4%
2017	29	5.8%
2016	16	3.2%
2015	10	2.0%
2014	6	1.2%
2013	2	0.4%
Other values (2)	2	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2010	1	0.2%
2011	1	0.2%
2013	2	0.4%
2014	6	1.2%
2015	10	2.0%
2016	16	3.2%
2017	29	5.8%
2018	76	15.2%
2019	107	21.4%
2020	101	20.2%

Value	Count	Frequency (%)
2022	32	6.4%
2021	119	23.8%
2020	101	20.2%
2019	107	21.4%
2018	76	15.2%
2017	29	5.8%
2016	16	3.2%
2015	10	2.0%
2014	6	1.2%
2013	2	0.4%

Segment
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Industry	235
Research	116
Academic	86
Government	33
Vendor	17

Length

Max length	10
Median length	8
Mean length	8.012
Min length	6

Characters and Unicode

Total characters	4006
Distinct characters	21
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Research
2nd row	Research
3rd row	Research
4th row	Research
5th row	Research

Common Values

Value	Count	Frequency (%)
Industry	235	47.0%
Research	116	23.2%
Academic	86	17.2%
Government	33	6.6%
Vendor	17	3.4%
Others	13	2.6%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
industry	235	47.0%
research	116	23.2%
academic	86	17.2%
government	33	6.6%
vendor	17	3.4%
others	13	2.6%

Most occurring characters

Value	Count	Frequency (%)
r	414	10.3%
e	414	10.3%
s	364	9.1%
d	338	8.4%
n	318	7.9%
c	288	7.2%
t	281	7.0%
I	235	5.9%
u	235	5.9%
y	235	5.9%
Other values (11)	884	22.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3506	87.5%
Uppercase Letter	500	12.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	414	11.8%
e	414	11.8%
s	364	10.4%
d	338	9.6%
n	318	9.1%
c	288	8.2%
t	281	8.0%
u	235	6.7%
y	235	6.7%
a	202	5.8%
Other values (5)	417	11.9%

Uppercase Letter

Value	Count	Frequency (%)
I	235	47.0%
R	116	23.2%
A	86	17.2%
G	33	6.6%
V	17	3.4%
O	13	2.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4006	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	414	10.3%
e	414	10.3%
s	364	9.1%
d	338	8.4%
n	318	7.9%
c	288	7.2%
t	281	7.0%
I	235	5.9%
u	235	5.9%
y	235	5.9%
Other values (11)	884	22.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4006	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	414	10.3%
e	414	10.3%
s	364	9.1%
d	338	8.4%
n	318	7.9%
c	288	7.2%
t	281	7.0%
I	235	5.9%
u	235	5.9%
y	235	5.9%
Other values (11)	884	22.1%

Total Cores
Categorical

HIGH CARDINALITY

Distinct	345
Distinct (%)	69.0%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

57,600	21
53,760	11
69,120	8
61,440	6
92,160	6
Other values (340)	448

Length

Max length	10
Median length	6
Mean length	6.304
Min length	5

Characters and Unicode

Total characters	3152
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	274 ?
Unique (%)	54.8%

Sample

1st row	8,730,112
2nd row	7,630,848
3rd row	1,110,144
4th row	2,414,592
5th row	1,572,480

Common Values

Value	Count	Frequency (%)
57,600	21	4.2%
53,760	11	2.2%
69,120	8	1.6%
61,440	6	1.2%
92,160	6	1.2%
48,160	5	1.0%
50,400	5	1.0%
38,400	5	1.0%
84,480	5	1.0%
76,800	4	0.8%
Other values (335)	424	84.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
57,600	21	4.2%
53,760	11	2.2%
69,120	8	1.6%
61,440	6	1.2%
92,160	6	1.2%
48,160	5	1.0%
50,400	5	1.0%
38,400	5	1.0%
84,480	5	1.0%
80,640	4	0.8%
Other values (335)	424	84.8%

Most occurring characters

Value	Count	Frequency (%)
0	633	20.1%
,	509	16.1%
4	306	9.7%
6	283	9.0%
2	267	8.5%
8	239	7.6%
1	226	7.2%
5	189	6.0%
7	180	5.7%
3	174	5.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2643	83.9%
Other Punctuation	509	16.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	633	24.0%
4	306	11.6%
6	283	10.7%
2	267	10.1%
8	239	9.0%
1	226	8.6%
5	189	7.2%
7	180	6.8%
3	174	6.6%
9	146	5.5%

Other Punctuation

Value	Count	Frequency (%)
,	509	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3152	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	633	20.1%
,	509	16.1%
4	306	9.7%
6	283	9.0%
2	267	8.5%
8	239	7.6%
1	226	7.2%
5	189	6.0%
7	180	5.7%
3	174	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3152	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	633	20.1%
,	509	16.1%
4	306	9.7%
6	283	9.0%
2	267	8.5%
8	239	7.6%
1	226	7.2%
5	189	6.0%
7	180	5.7%
3	174	5.5%

Accelerator/Co-Processor Cores
Categorical

HIGH CARDINALITY
MISSING

Distinct	110
Distinct (%)	64.7%
Missing	330
Missing (%)	66.0%
Memory size	4.0 KiB

44,800	11
41,600	9
38,400	8
51,200	5
48,000	5
Other values (105)	132

Length

Max length	9
Median length	6
Mean length	6.264705882
Min length	3

Characters and Unicode

Total characters	1065
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	89 ?
Unique (%)	52.4%

Sample

1st row	8,138,240
2nd row	1,034,880
3rd row	2,211,840
4th row	1,382,400
5th row	663,552

Common Values

Value	Count	Frequency (%)
44,800	11	2.2%
41,600	9	1.8%
38,400	8	1.6%
51,200	5	1.0%
48,000	5	1.0%
17,280	5	1.0%
20,736	4	0.8%
141,696	4	0.8%
27,648	4	0.8%
21,600	3	0.6%
Other values (100)	112	22.4%
(Missing)	330	66.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
44,800	11	6.5%
41,600	9	5.3%
38,400	8	4.7%
51,200	5	2.9%
48,000	5	2.9%
17,280	5	2.9%
20,736	4	2.4%
141,696	4	2.4%
27,648	4	2.4%
21,600	3	1.8%
Other values (100)	112	65.9%

Most occurring characters

Value	Count	Frequency (%)
0	225	21.1%
,	175	16.4%
4	122	11.5%
2	99	9.3%
8	97	9.1%
1	84	7.9%
6	84	7.9%
3	58	5.4%
5	48	4.5%
7	42	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	890	83.6%
Other Punctuation	175	16.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	225	25.3%
4	122	13.7%
2	99	11.1%
8	97	10.9%
1	84	9.4%
6	84	9.4%
3	58	6.5%
5	48	5.4%
7	42	4.7%
9	31	3.5%

Other Punctuation

Value	Count	Frequency (%)
,	175	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1065	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	225	21.1%
,	175	16.4%
4	122	11.5%
2	99	9.3%
8	97	9.1%
1	84	7.9%
6	84	7.9%
3	58	5.4%
5	48	4.5%
7	42	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1065	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	225	21.1%
,	175	16.4%
4	122	11.5%
2	99	9.3%
8	97	9.1%
1	84	7.9%
6	84	7.9%
3	58	5.4%
5	48	4.5%
7	42	3.9%

Rmax [TFlop/s]
Categorical

HIGH CARDINALITY

Distinct	411
Distinct (%)	82.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1,649.11	19
2,348.44	7
2,363.77	6
2,087.50	5
16,590.00	4
Other values (406)	459

Length

Max length	12
Median length	8
Mean length	8.112
Min length	8

Characters and Unicode

Total characters	4056
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	368 ?
Unique (%)	73.6%

Sample

1st row	1,102,000.00
2nd row	442,010.00
3rd row	151,900.00
4th row	148,600.00
5th row	94,640.00

Common Values

Value	Count	Frequency (%)
1,649.11	19	3.8%
2,348.44	7	1.4%
2,363.77	6	1.2%
2,087.50	5	1.0%
16,590.00	4	0.8%
2,870.31	4	0.8%
3,131.25	4	0.8%
2,121.00	4	0.8%
2,282.00	4	0.8%
2,329.00	3	0.6%
Other values (401)	440	88.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1,649.11	19	3.8%
2,348.44	7	1.4%
2,363.77	6	1.2%
2,087.50	5	1.0%
16,590.00	4	0.8%
2,870.31	4	0.8%
3,131.25	4	0.8%
2,121.00	4	0.8%
2,282.00	4	0.8%
2,609.38	3	0.6%
Other values (401)	440	88.0%

Most occurring characters

Value	Count	Frequency (%)
0	668	16.5%
,	501	12.4%
.	500	12.3%
2	411	10.1%
1	384	9.5%
8	250	6.2%
6	241	5.9%
3	237	5.8%
4	231	5.7%
9	227	5.6%
Other values (2)	406	10.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3055	75.3%
Other Punctuation	1001	24.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	668	21.9%
2	411	13.5%
1	384	12.6%
8	250	8.2%
6	241	7.9%
3	237	7.8%
4	231	7.6%
9	227	7.4%
5	205	6.7%
7	201	6.6%

Other Punctuation

Value	Count	Frequency (%)
,	501	50.0%
.	500	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4056	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	668	16.5%
,	501	12.4%
.	500	12.3%
2	411	10.1%
1	384	9.5%
8	250	6.2%
6	241	5.9%
3	237	5.8%
4	231	5.7%
9	227	5.6%
Other values (2)	406	10.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4056	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	668	16.5%
,	501	12.4%
.	500	12.3%
2	411	10.1%
1	384	9.5%
8	250	6.2%
6	241	5.9%
3	237	5.8%
4	231	5.7%
9	227	5.6%
Other values (2)	406	10.0%

Rpeak [TFlop/s]
Categorical

HIGH CARDINALITY

Distinct	391
Distinct (%)	78.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

2,119.68	19
4,644.86	13
6,193.15	7
4,368.00	6
4,128.77	5
Other values (386)	450

Length

Max length	12
Median length	8
Mean length	8.182
Min length	8

Characters and Unicode

Total characters	4091
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	341 ?
Unique (%)	68.2%

Sample

1st row	1,685,651.46
2nd row	537,212.00
3rd row	214,351.87
4th row	200,794.88
5th row	125,712.00

Common Values

Value	Count	Frequency (%)
2,119.68	19	3.8%
4,644.86	13	2.6%
6,193.15	7	1.4%
4,368.00	6	1.2%
4,128.77	5	1.0%
5,677.06	4	0.8%
4,480.00	4	0.8%
24,557.23	4	0.8%
3,072.00	4	0.8%
4,056.00	4	0.8%
Other values (381)	430	86.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2,119.68	19	3.8%
4,644.86	13	2.6%
6,193.15	7	1.4%
4,368.00	6	1.2%
4,128.77	5	1.0%
5,677.06	4	0.8%
4,480.00	4	0.8%
24,557.23	4	0.8%
3,072.00	4	0.8%
4,056.00	4	0.8%
Other values (381)	430	86.0%

Most occurring characters

Value	Count	Frequency (%)
,	501	12.2%
.	500	12.2%
0	465	11.4%
4	371	9.1%
1	329	8.0%
6	326	8.0%
2	310	7.6%
3	300	7.3%
8	293	7.2%
5	254	6.2%
Other values (2)	442	10.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3090	75.5%
Other Punctuation	1001	24.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	465	15.0%
4	371	12.0%
1	329	10.6%
6	326	10.6%
2	310	10.0%
3	300	9.7%
8	293	9.5%
5	254	8.2%
7	223	7.2%
9	219	7.1%

Other Punctuation

Value	Count	Frequency (%)
,	501	50.0%
.	500	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4091	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
,	501	12.2%
.	500	12.2%
0	465	11.4%
4	371	9.1%
1	329	8.0%
6	326	8.0%
2	310	7.6%
3	300	7.3%
8	293	7.2%
5	254	6.2%
Other values (2)	442	10.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4091	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	501	12.2%
.	500	12.2%
0	465	11.4%
4	371	9.1%
1	329	8.0%
6	326	8.0%
2	310	7.6%
3	300	7.3%
8	293	7.2%
5	254	6.2%
Other values (2)	442	10.8%

Nmax
Categorical

HIGH CARDINALITY

Distinct	369
Distinct (%)	74.4%
Missing	4
Missing (%)	0.8%
Memory size	4.0 KiB

4,957,440	28
8,586,432	19
4,293,120	15
1,387,000	11
1,284,000	10
Other values (364)	413

Length

Max length	10
Median length	9
Mean length	8.963709677
Min length	7

Characters and Unicode

Total characters	4446
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	330 ?
Unique (%)	66.5%

Sample

1st row	24,440,832
2nd row	21,288,960
3rd row	8,709,120
4th row	16,473,600
5th row	11,902,464

Common Values

Value	Count	Frequency (%)
4,957,440	28	5.6%
8,586,432	19	3.8%
4,293,120	15	3.0%
1,387,000	11	2.2%
1,284,000	10	2.0%
1,436,000	5	1.0%
1,337,000	5	1.0%
1,483,000	4	0.8%
2,621,376	4	0.8%
4,800,000	3	0.6%
Other values (359)	392	78.4%
(Missing)	4	0.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
4,957,440	28	5.6%
8,586,432	19	3.8%
4,293,120	15	3.0%
1,387,000	11	2.2%
1,284,000	10	2.0%
1,436,000	5	1.0%
1,337,000	5	1.0%
1,483,000	4	0.8%
2,621,376	4	0.8%
5,542,656	3	0.6%
Other values (359)	392	79.0%

Most occurring characters

Value	Count	Frequency (%)
,	978	22.0%
0	702	15.8%
4	459	10.3%
2	356	8.0%
5	322	7.2%
6	304	6.8%
8	297	6.7%
1	294	6.6%
3	264	5.9%
7	244	5.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3468	78.0%
Other Punctuation	978	22.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	702	20.2%
4	459	13.2%
2	356	10.3%
5	322	9.3%
6	304	8.8%
8	297	8.6%
1	294	8.5%
3	264	7.6%
7	244	7.0%
9	226	6.5%

Other Punctuation

Value	Count	Frequency (%)
,	978	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4446	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
,	978	22.0%
0	702	15.8%
4	459	10.3%
2	356	8.0%
5	322	7.2%
6	304	6.8%
8	297	6.7%
1	294	6.6%
3	264	5.9%
7	244	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4446	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	978	22.0%
0	702	15.8%
4	459	10.3%
2	356	8.0%
5	322	7.2%
6	304	6.8%
8	297	6.7%
1	294	6.6%
3	264	5.9%
7	244	5.5%

Nhalf
Categorical

HIGH CORRELATION
MISSING
UNIFORM

Distinct	13
Distinct (%)	100.0%
Missing	487
Missing (%)	97.4%
Memory size	4.0 KiB

1,169,680	1
5,184,000	1
192	1
2,500,000	1
1,000,000	1
Other values (8)	8

Length

Max length	9
Median length	7
Mean length	7.076923077
Min length	2

Characters and Unicode

Total characters	92
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	100.0%

Sample

1st row	1,169,680
2nd row	5,184,000
3rd row	192
4th row	2,500,000
5th row	1,000,000

Common Values

Value	Count	Frequency (%)
1,169,680	1	0.2%
5,184,000	1	0.2%
192	1	0.2%
2,500,000	1	0.2%
1,000,000	1	0.2%
-1	1	0.2%
668,500	1	0.2%
725,760	1	0.2%
700,000	1	0.2%
790,272	1	0.2%
Other values (3)	3	0.6%
(Missing)	487	97.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1,169,680	1	7.7%
5,184,000	1	7.7%
192	1	7.7%
2,500,000	1	7.7%
1,000,000	1	7.7%
1	1	7.7%
668,500	1	7.7%
725,760	1	7.7%
700,000	1	7.7%
790,272	1	7.7%
Other values (3)	3	23.1%

Most occurring characters

Value	Count	Frequency (%)
0	29	31.5%
,	16	17.4%
1	9	9.8%
7	7	7.6%
8	6	6.5%
2	6	6.5%
6	5	5.4%
9	5	5.4%
5	5	5.4%
4	2	2.2%
Other values (2)	2	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	75	81.5%
Other Punctuation	16	17.4%
Dash Punctuation	1	1.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	29	38.7%
1	9	12.0%
7	7	9.3%
8	6	8.0%
2	6	8.0%
6	5	6.7%
9	5	6.7%
5	5	6.7%
4	2	2.7%
3	1	1.3%

Other Punctuation

Value	Count	Frequency (%)
,	16	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	92	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	29	31.5%
,	16	17.4%
1	9	9.8%
7	7	7.6%
8	6	6.5%
2	6	6.5%
6	5	5.4%
9	5	5.4%
5	5	5.4%
4	2	2.2%
Other values (2)	2	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	92	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	29	31.5%
,	16	17.4%
1	9	9.8%
7	7	7.6%
8	6	6.5%
2	6	6.5%
6	5	5.4%
9	5	5.4%
5	5	5.4%
4	2	2.2%
Other values (2)	2	2.2%

HPCG [TFlop/s]
Categorical

HIGH CARDINALITY
HIGH CORRELATION
MISSING
UNIFORM

Distinct	98
Distinct (%)	96.1%
Missing	398
Missing (%)	79.6%
Memory size	4.0 KiB

455.56	4
65.46	2
48.60	1
52.57	1
43.67	1
Other values (93)	93

Length

Max length	9
Median length	8
Mean length	5.666666667
Min length	5

Characters and Unicode

Total characters	578
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	96 ?
Unique (%)	94.1%

Sample

1st row	16,004.50
2nd row	1,935.73
3rd row	2,925.75
4th row	1,795.67
5th row	480.85

Common Values

Value	Count	Frequency (%)
455.56	4	0.8%
65.46	2	0.4%
48.60	1	0.2%
52.57	1	0.2%
43.67	1	0.2%
77.55	1	0.2%
48.90	1	0.2%
203.00	1	0.2%
42.64	1	0.2%
108.67	1	0.2%
Other values (88)	88	17.6%
(Missing)	398	79.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
455.56	4	3.9%
65.46	2	2.0%
162.69	1	1.0%
340.84	1	1.0%
1,935.73	1	1.0%
2,925.75	1	1.0%
1,795.67	1	1.0%
480.85	1	1.0%
1,905.44	1	1.0%
1,622.51	1	1.0%
Other values (88)	88	86.3%

Most occurring characters

Value	Count	Frequency (%)
.	102	17.6%
5	57	9.9%
2	54	9.3%
3	54	9.3%
4	52	9.0%
1	52	9.0%
6	46	8.0%
8	45	7.8%
7	40	6.9%
0	38	6.6%
Other values (2)	38	6.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	469	81.1%
Other Punctuation	109	18.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	57	12.2%
2	54	11.5%
3	54	11.5%
4	52	11.1%
1	52	11.1%
6	46	9.8%
8	45	9.6%
7	40	8.5%
0	38	8.1%
9	31	6.6%

Other Punctuation

Value	Count	Frequency (%)
.	102	93.6%
,	7	6.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	578	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	102	17.6%
5	57	9.9%
2	54	9.3%
3	54	9.3%
4	52	9.0%
1	52	9.0%
6	46	8.0%
8	45	7.8%
7	40	6.9%
0	38	6.6%
Other values (2)	38	6.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	578	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	102	17.6%
5	57	9.9%
2	54	9.3%
3	54	9.3%
4	52	9.0%
1	52	9.0%
6	46	8.0%
8	45	7.8%
7	40	6.9%
0	38	6.6%
Other values (2)	38	6.6%

Power (kW)
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	172
Distinct (%)	90.1%
Missing	309
Missing (%)	61.8%
Memory size	4.0 KiB

600.00	3
3,296.00	2
792.00	2
240.00	2
1,498.90	2
Other values (167)	180

Length

Max length	9
Median length	6
Mean length	6.87434555
Min length	5

Characters and Unicode

Total characters	1313
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	154 ?
Unique (%)	80.6%

Sample

1st row	21,100.00
2nd row	29,899.23
3rd row	2,942.13
4th row	10,096.00
5th row	7,438.28

Common Values

Value	Count	Frequency (%)
600.00	3	0.6%
3,296.00	2	0.4%
792.00	2	0.4%
240.00	2	0.4%
1,498.90	2	0.4%
1,294.72	2	0.4%
740.00	2	0.4%
1,100.00	2	0.4%
1,436.00	2	0.4%
1,320.00	2	0.4%
Other values (162)	170	34.0%
(Missing)	309	61.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
600.00	3	1.6%
1,353.95	2	1.0%
3,296.00	2	1.0%
1,134.00	2	1.0%
1,347.84	2	1.0%
260.00	2	1.0%
630.00	2	1.0%
1,897.02	2	1.0%
1,216.00	2	1.0%
13,620.00	2	1.0%
Other values (162)	170	89.0%

Most occurring characters

Value	Count	Frequency (%)
0	312	23.8%
.	191	14.5%
1	119	9.1%
2	88	6.7%
5	86	6.5%
,	84	6.4%
4	81	6.2%
3	78	5.9%
6	74	5.6%
9	67	5.1%
Other values (2)	133	10.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1038	79.1%
Other Punctuation	275	20.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	312	30.1%
1	119	11.5%
2	88	8.5%
5	86	8.3%
4	81	7.8%
3	78	7.5%
6	74	7.1%
9	67	6.5%
8	67	6.5%
7	66	6.4%

Other Punctuation

Value	Count	Frequency (%)
.	191	69.5%
,	84	30.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	1313	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	312	23.8%
.	191	14.5%
1	119	9.1%
2	88	6.7%
5	86	6.5%
,	84	6.4%
4	81	6.2%
3	78	5.9%
6	74	5.6%
9	67	5.1%
Other values (2)	133	10.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1313	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	312	23.8%
.	191	14.5%
1	119	9.1%
2	88	6.7%
5	86	6.5%
,	84	6.4%
4	81	6.2%
3	78	5.9%
6	74	5.6%
9	67	5.1%
Other values (2)	133	10.1%

Power Source
Categorical

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	0.5%
Missing	309
Missing (%)	61.8%
Memory size	4.0 KiB

Submitted	191

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	1719
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Submitted
2nd row	Submitted
3rd row	Submitted
4th row	Submitted
5th row	Submitted

Common Values

Value	Count	Frequency (%)
Submitted	191	38.2%
(Missing)	309	61.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
submitted	191	100.0%

Most occurring characters

Value	Count	Frequency (%)
t	382	22.2%
S	191	11.1%
u	191	11.1%
b	191	11.1%
m	191	11.1%
i	191	11.1%
e	191	11.1%
d	191	11.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1528	88.9%
Uppercase Letter	191	11.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	382	25.0%
u	191	12.5%
b	191	12.5%
m	191	12.5%
i	191	12.5%
e	191	12.5%
d	191	12.5%

Uppercase Letter

Value	Count	Frequency (%)
S	191	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1719	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	382	22.2%
S	191	11.1%
u	191	11.1%
b	191	11.1%
m	191	11.1%
i	191	11.1%
e	191	11.1%
d	191	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1719	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	382	22.2%
S	191	11.1%
u	191	11.1%
b	191	11.1%
m	191	11.1%
i	191	11.1%
e	191	11.1%
d	191	11.1%

Energy Efficiency [GFlops/Watts]
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	168
Distinct (%)	88.0%
Missing	309
Missing (%)	61.8%
Infinite	0
Infinite (%)	0.0%
Mean	8.58486911

Minimum	0.19
Maximum	62.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	0.19
5-th percentile	1.345
Q1	2.89
median	4.26
Q3	9.355
95-th percentile	29.72
Maximum	62.2
Range	62.01
Interquartile range (IQR)	6.465

Descriptive statistics

Standard deviation	10.62291287
Coefficient of variation (CV)	1.237399514
Kurtosis	6.772993005
Mean	8.58486911
Median Absolute Deviation (MAD)	1.87
Skewness	2.476402363
Sum	1639.71
Variance	112.8462777
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.08	5	1.0%
3.59	3	0.6%
1.63	3	0.6%
8.01	3	0.6%
1.74	2	0.4%
5.46	2	0.4%
2.39	2	0.4%
6	2	0.4%
0.64	2	0.4%
4.9	2	0.4%
Other values (158)	165	33.0%
(Missing)	309	61.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.19	2	0.4%
0.5	1	0.2%
0.59	1	0.2%
0.64	2	0.4%
0.65	1	0.2%
1.27	1	0.2%
1.32	1	0.2%
1.34	1	0.2%
1.35	1	0.2%
1.37	1	0.2%

Value	Count	Frequency (%)
62.2	1	0.2%
52.23	1	0.2%
51.63	1	0.2%
50.03	1	0.2%
40.9	1	0.2%
40.73	1	0.2%
34.46	1	0.2%
31.54	1	0.2%
30.8	1	0.2%
29.92	1	0.2%

Memory
Categorical

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	100.0%
Missing	499
Missing (%)	99.8%
Memory size	4.0 KiB

513,792	1

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	7
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	100.0%

Sample

1st row	513,792

Common Values

Value	Count	Frequency (%)
513,792	1	0.2%
(Missing)	499	99.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
513,792	1	100.0%

Most occurring characters

Value	Count	Frequency (%)
5	1	14.3%
1	1	14.3%
3	1	14.3%
,	1	14.3%
7	1	14.3%
9	1	14.3%
2	1	14.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6	85.7%
Other Punctuation	1	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	1	16.7%
1	1	16.7%
3	1	16.7%
7	1	16.7%
9	1	16.7%
2	1	16.7%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	1	14.3%
1	1	14.3%
3	1	14.3%
,	1	14.3%
7	1	14.3%
9	1	14.3%
2	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	1	14.3%
1	1	14.3%
3	1	14.3%
,	1	14.3%
7	1	14.3%
9	1	14.3%
2	1	14.3%

Architecture
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Cluster	449
MPP	51

Length

Max length	7
Median length	7
Mean length	6.592
Min length	3

Characters and Unicode

Total characters	3296
Distinct characters	9
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MPP
2nd row	MPP
3rd row	MPP
4th row	Cluster
5th row	Cluster

Common Values

Value	Count	Frequency (%)
Cluster	449	89.8%
MPP	51	10.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
cluster	449	89.8%
mpp	51	10.2%

Most occurring characters

Value	Count	Frequency (%)
C	449	13.6%
l	449	13.6%
u	449	13.6%
s	449	13.6%
t	449	13.6%
e	449	13.6%
r	449	13.6%
P	102	3.1%
M	51	1.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2694	81.7%
Uppercase Letter	602	18.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	449	16.7%
u	449	16.7%
s	449	16.7%
t	449	16.7%
e	449	16.7%
r	449	16.7%

Uppercase Letter

Value	Count	Frequency (%)
C	449	74.6%
P	102	16.9%
M	51	8.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3296	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	449	13.6%
l	449	13.6%
u	449	13.6%
s	449	13.6%
t	449	13.6%
e	449	13.6%
r	449	13.6%
P	102	3.1%
M	51	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3296	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	449	13.6%
l	449	13.6%
u	449	13.6%
s	449	13.6%
t	449	13.6%
e	449	13.6%
r	449	13.6%
P	102	3.1%
M	51	1.5%

Processor
Categorical

HIGH CARDINALITY

Distinct	109
Distinct (%)	21.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Xeon Gold 6148 20C 2.4GHz	30
Xeon Gold 6252 24C 2.1GHz	29
AMD EPYC 7742 64C 2.25GHz	25
Xeon Gold 6133 20C 2.5GHz	21
Xeon E5-2673v4 20C 2.3GHz	19
Other values (104)	376

Length

Max length	42
Median length	25
Mean length	25.942
Min length	16

Characters and Unicode

Total characters	12971
Distinct characters	56
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	42 ?
Unique (%)	8.4%

Sample

1st row	AMD Optimized 3rd Generation EPYC 64C 2GHz
2nd row	A64FX 48C 2.2GHz
3rd row	AMD Optimized 3rd Generation EPYC 64C 2GHz
4th row	IBM POWER9 22C 3.07GHz
5th row	IBM POWER9 22C 3.1GHz

Common Values

Value	Count	Frequency (%)
Xeon Gold 6148 20C 2.4GHz	30	6.0%
Xeon Gold 6252 24C 2.1GHz	29	5.8%
AMD EPYC 7742 64C 2.25GHz	25	5.0%
Xeon Gold 6133 20C 2.5GHz	21	4.2%
Xeon E5-2673v4 20C 2.3GHz	19	3.8%
Xeon Gold 6233 24C 2.5GHz	19	3.8%
AMD EPYC 7763 64C 2.45GHz	17	3.4%
Xeon Platinum 8280 28C 2.7GHz	17	3.4%
Xeon Gold 6130 16C 2.1GHz	16	3.2%
Xeon Gold 6248 20C 2.5GHz	14	2.8%
Other values (99)	293	58.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
xeon	388	15.9%
gold	216	8.9%
24c	100	4.1%
20c	97	4.0%
amd	92	3.8%
epyc	91	3.7%
platinum	82	3.4%
2.1ghz	77	3.2%
64c	74	3.0%
2.5ghz	69	2.8%
Other values (161)	1152	47.3%

Most occurring characters

Value	Count	Frequency (%)
	1952	15.0%
2	1134	8.7%
G	723	5.6%
o	618	4.8%
C	590	4.5%
6	531	4.1%
n	518	4.0%
H	511	3.9%
z	507	3.9%
4	480	3.7%
Other values (46)	5407	41.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4079	31.4%
Lowercase Letter	3312	25.5%
Uppercase Letter	3093	23.8%
Space Separator	1952	15.0%
Other Punctuation	459	3.5%
Dash Punctuation	76	0.6%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
G	723	23.4%
C	590	19.1%
H	511	16.5%
X	395	12.8%
P	189	6.1%
E	180	5.8%
M	105	3.4%
A	100	3.2%
Y	96	3.1%
D	93	3.0%
Other values (12)	111	3.6%

Lowercase Letter

Value	Count	Frequency (%)
o	618	18.7%
n	518	15.6%
z	507	15.3%
e	448	13.5%
l	325	9.8%
d	231	7.0%
t	123	3.7%
i	121	3.7%
a	95	2.9%
m	93	2.8%
Other values (11)	233	7.0%

Decimal Number

Value	Count	Frequency (%)
2	1134	27.8%
6	531	13.0%
4	480	11.8%
1	433	10.6%
3	339	8.3%
8	330	8.1%
5	297	7.3%
0	249	6.1%
7	224	5.5%
9	62	1.5%

Space Separator

Value	Count	Frequency (%)
	1952	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	459	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	76	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6566	50.6%
Latin	6405	49.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
G	723	11.3%
o	618	9.6%
C	590	9.2%
n	518	8.1%
H	511	8.0%
z	507	7.9%
e	448	7.0%
X	395	6.2%
l	325	5.1%
d	231	3.6%
Other values (33)	1539	24.0%

Common

Value	Count	Frequency (%)
	1952	29.7%
2	1134	17.3%
6	531	8.1%
4	480	7.3%
.	459	7.0%
1	433	6.6%
3	339	5.2%
8	330	5.0%
5	297	4.5%
0	249	3.8%
Other values (3)	362	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12971	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1952	15.0%
2	1134	8.7%
G	723	5.6%
o	618	4.8%
C	590	4.5%
6	531	4.1%
n	518	4.0%
H	511	3.9%
z	507	3.9%
4	480	3.7%
Other values (46)	5407	41.7%

Processor Technology
Categorical

HIGH CORRELATION

Distinct	18
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Intel Skylake	158
Intel Cascade lake	132
AMD Zen-2 (Rome)	57
Intel Broadwell	49
AMD Zen-3 (Milan)	34
Other values (13)	70

Length

Max length	18
Median length	17
Mean length	15.088
Min length	5

Characters and Unicode

Total characters	7544
Distinct characters	50
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	1.0%

Sample

1st row	AMD Zen-3 (Milan)
2nd row	Fujitsu ARM
3rd row	AMD Zen-3 (Milan)
4th row	Power
5th row	Power

Common Values

Value	Count	Frequency (%)
Intel Skylake	158	31.6%
Intel Cascade lake	132	26.4%
AMD Zen-2 (Rome)	57	11.4%
Intel Broadwell	49	9.8%
AMD Zen-3 (Milan)	34	6.8%
Intel Haswell	18	3.6%
Intel Ice Lake	14	2.8%
Intel Xeon Phi	8	1.6%
Intel IvyBridge	7	1.4%
Power	7	1.4%
Other values (8)	16	3.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
intel	388	31.3%
skylake	158	12.7%
lake	146	11.8%
cascade	132	10.6%
amd	93	7.5%
zen-2	57	4.6%
rome	57	4.6%
broadwell	49	3.9%
zen-3	34	2.7%
milan	34	2.7%
Other values (18)	93	7.5%

Most occurring characters

Value	Count	Frequency (%)
e	1093	14.5%
l	849	11.3%
	741	9.8%
a	673	8.9%
n	534	7.1%
k	462	6.1%
I	409	5.4%
t	397	5.3%
d	191	2.5%
y	166	2.2%
Other values (40)	2029	26.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5106	67.7%
Uppercase Letter	1323	17.5%
Space Separator	741	9.8%
Decimal Number	96	1.3%
Open Punctuation	93	1.2%
Close Punctuation	93	1.2%
Dash Punctuation	91	1.2%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1093	21.4%
l	849	16.6%
a	673	13.2%
n	534	10.5%
k	462	9.0%
t	397	7.8%
d	191	3.7%
y	166	3.3%
s	157	3.1%
c	150	2.9%
Other values (11)	434	8.5%

Uppercase Letter

Value	Count	Frequency (%)
I	409	30.9%
S	160	12.1%
C	136	10.3%
M	132	10.0%
A	98	7.4%
Z	93	7.0%
D	93	7.0%
R	62	4.7%
B	57	4.3%
H	18	1.4%
Other values (9)	65	4.9%

Decimal Number

Value	Count	Frequency (%)
2	58	60.4%
3	34	35.4%
6	2	2.1%
8	1	1.0%
4	1	1.0%

Space Separator

Value	Count	Frequency (%)
	741	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	93	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	93	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	91	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6429	85.2%
Common	1115	14.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1093	17.0%
l	849	13.2%
a	673	10.5%
n	534	8.3%
k	462	7.2%
I	409	6.4%
t	397	6.2%
d	191	3.0%
y	166	2.6%
S	160	2.5%
Other values (30)	1495	23.3%

Common

Value	Count	Frequency (%)
	741	66.5%
(	93	8.3%
)	93	8.3%
-	91	8.2%
2	58	5.2%
3	34	3.0%
6	2	0.2%
8	1	0.1%
_	1	0.1%
4	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7544	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1093	14.5%
l	849	11.3%
	741	9.8%
a	673	8.9%
n	534	7.1%
k	462	6.1%
I	409	5.4%
t	397	5.3%
d	191	2.5%
y	166	2.2%
Other values (40)	2029	26.9%

Processor Speed (MHz)
Categorical

HIGH CORRELATION

Distinct	28
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

2,100	77
2,500	69
2,300	64
2,400	52
2,600	36
Other values (23)	202

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	2500
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	1.6%

Sample

1st row	2,000
2nd row	2,200
3rd row	2,000
4th row	3,070
5th row	3,100

Common Values

Value	Count	Frequency (%)
2,100	77	15.4%
2,500	69	13.8%
2,300	64	12.8%
2,400	52	10.4%
2,600	36	7.2%
2,700	35	7.0%
2,000	30	6.0%
2,250	25	5.0%
2,450	22	4.4%
2,200	21	4.2%
Other values (18)	69	13.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2,100	77	15.4%
2,500	69	13.8%
2,300	64	12.8%
2,400	52	10.4%
2,600	36	7.2%
2,700	35	7.0%
2,000	30	6.0%
2,250	25	5.0%
2,450	22	4.4%
2,200	21	4.2%
Other values (18)	69	13.8%

Most occurring characters

Value	Count	Frequency (%)
0	982	39.3%
2	509	20.4%
,	500	20.0%
5	126	5.0%
3	98	3.9%
1	97	3.9%
4	86	3.4%
6	40	1.6%
7	36	1.4%
8	14	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2000	80.0%
Other Punctuation	500	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	982	49.1%
2	509	25.4%
5	126	6.3%
3	98	4.9%
1	97	4.9%
4	86	4.3%
6	40	2.0%
7	36	1.8%
8	14	0.7%
9	12	0.6%

Other Punctuation

Value	Count	Frequency (%)
,	500	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2500	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	982	39.3%
2	509	20.4%
,	500	20.0%
5	126	5.0%
3	98	3.9%
1	97	3.9%
4	86	3.4%
6	40	1.6%
7	36	1.4%
8	14	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2500	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	982	39.3%
2	509	20.4%
,	500	20.0%
5	126	5.0%
3	98	3.9%
1	97	3.9%
4	86	3.4%
6	40	1.6%
7	36	1.4%
8	14	0.6%

Operating System
Categorical

HIGH CORRELATION

Distinct	50
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Linux	240
CentOS	81
Cray Linux Environment	25
HPE Cray OS	15
Red Hat Enterprise Linux	12
Other values (45)	127

Length

Max length	35
Median length	31
Mean length	8.892
Min length	4

Characters and Unicode

Total characters	4446
Distinct characters	56
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18 ?
Unique (%)	3.6%

Sample

1st row	HPE Cray OS
2nd row	Red Hat Enterprise Linux
3rd row	HPE Cray OS
4th row	RHEL 7.4
5th row	Red Hat Enterprise Linux

Common Values

Value	Count	Frequency (%)
Linux	240	48.0%
CentOS	81	16.2%
Cray Linux Environment	25	5.0%
HPE Cray OS	15	3.0%
Red Hat Enterprise Linux	12	2.4%
bullx SCS	11	2.2%
Ubuntu 20.04.1 LTS	7	1.4%
CentOS Linux 7	6	1.2%
SLES15 SP2	6	1.2%
Linux/TOSS	6	1.2%
Other values (40)	91	18.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
linux	310	38.7%
centos	90	11.2%
cray	40	5.0%
rhel	31	3.9%
enterprise	26	3.2%
environment	25	3.1%
ubuntu	24	3.0%
os	17	2.1%
hpe	15	1.9%
bullx	13	1.6%
Other values (53)	210	26.2%

Most occurring characters

Value	Count	Frequency (%)
n	545	12.3%
i	389	8.7%
u	382	8.6%
L	373	8.4%
x	333	7.5%
	329	7.4%
S	228	5.1%
e	218	4.9%
t	192	4.3%
r	146	3.3%
Other values (46)	1311	29.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2608	58.7%
Uppercase Letter	1202	27.0%
Space Separator	329	7.4%
Decimal Number	226	5.1%
Other Punctuation	77	1.7%
Dash Punctuation	4	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	545	20.9%
i	389	14.9%
u	382	14.6%
x	333	12.8%
e	218	8.4%
t	192	7.4%
r	146	5.6%
a	73	2.8%
y	49	1.9%
b	41	1.6%
Other values (14)	240	9.2%

Uppercase Letter

Value	Count	Frequency (%)
L	373	31.0%
S	228	19.0%
C	142	11.8%
O	122	10.1%
E	120	10.0%
H	58	4.8%
R	51	4.2%
U	36	3.0%
P	29	2.4%
T	21	1.7%
Other values (9)	22	1.8%

Decimal Number

Value	Count	Frequency (%)
1	46	20.4%
7	30	13.3%
0	29	12.8%
4	27	11.9%
2	25	11.1%
8	24	10.6%
5	18	8.0%
6	15	6.6%
3	12	5.3%

Other Punctuation

Value	Count	Frequency (%)
.	71	92.2%
/	6	7.8%

Space Separator

Value	Count	Frequency (%)
	329	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3810	85.7%
Common	636	14.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	545	14.3%
i	389	10.2%
u	382	10.0%
L	373	9.8%
x	333	8.7%
S	228	6.0%
e	218	5.7%
t	192	5.0%
r	146	3.8%
C	142	3.7%
Other values (33)	862	22.6%

Common

Value	Count	Frequency (%)
	329	51.7%
.	71	11.2%
1	46	7.2%
7	30	4.7%
0	29	4.6%
4	27	4.2%
2	25	3.9%
8	24	3.8%
5	18	2.8%
6	15	2.4%
Other values (3)	22	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4446	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	545	12.3%
i	389	8.7%
u	382	8.6%
L	373	8.4%
x	333	7.5%
	329	7.4%
S	228	5.1%
e	218	4.9%
t	192	4.3%
r	146	3.3%
Other values (46)	1311	29.5%

OS Family
Categorical

CONSTANT
REJECTED

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Linux	500

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	2500
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Linux
2nd row	Linux
3rd row	Linux
4th row	Linux
5th row	Linux

Common Values

Value	Count	Frequency (%)
Linux	500	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
linux	500	100.0%

Most occurring characters

Value	Count	Frequency (%)
L	500	20.0%
i	500	20.0%
n	500	20.0%
u	500	20.0%
x	500	20.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2000	80.0%
Uppercase Letter	500	20.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	500	25.0%
n	500	25.0%
u	500	25.0%
x	500	25.0%

Uppercase Letter

Value	Count	Frequency (%)
L	500	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2500	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
L	500	20.0%
i	500	20.0%
n	500	20.0%
u	500	20.0%
x	500	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2500	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
L	500	20.0%
i	500	20.0%
n	500	20.0%
u	500	20.0%
x	500	20.0%

Accelerator/Co-Processor
Categorical

HIGH CORRELATION

Distinct	26
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

None	332
NVIDIA Tesla V100	68
NVIDIA A100	21
NVIDIA A100 SXM4 40 GB	12
NVIDIA Tesla V100 SXM2	11
Other values (21)	56

Length

Max length	37
Median length	4
Mean length	8.442
Min length	4

Characters and Unicode

Total characters	4221
Distinct characters	51
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	2.8%

Sample

1st row	AMD Instinct MI250X
2nd row	None
3rd row	AMD Instinct MI250X
4th row	NVIDIA Volta GV100
5th row	NVIDIA Volta GV100

Common Values

Value	Count	Frequency (%)
None	332	66.4%
NVIDIA Tesla V100	68	13.6%
NVIDIA A100	21	4.2%
NVIDIA A100 SXM4 40 GB	12	2.4%
NVIDIA Tesla V100 SXM2	11	2.2%
NVIDIA A100 80GB	9	1.8%
NVIDIA A100 40GB	8	1.6%
AMD Instinct MI250X	7	1.4%
NVIDIA Tesla P100	7	1.4%
NVIDIA Volta GV100	4	0.8%
Other values (16)	21	4.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
none	332	38.6%
nvidia	154	17.9%
tesla	94	10.9%
v100	80	9.3%
a100	54	6.3%
sxm4	16	1.9%
gb	16	1.9%
40	12	1.4%
sxm2	11	1.3%
80gb	9	1.0%
Other values (31)	81	9.4%

Most occurring characters

Value	Count	Frequency (%)
N	489	11.6%
e	441	10.4%
	359	8.5%
n	354	8.4%
0	347	8.2%
o	345	8.2%
I	323	7.7%
V	244	5.8%
A	215	5.1%
D	162	3.8%
Other values (41)	942	22.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1738	41.2%
Lowercase Letter	1523	36.1%
Decimal Number	588	13.9%
Space Separator	359	8.5%
Format	9	0.2%
Dash Punctuation	3	0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	441	29.0%
n	354	23.2%
o	345	22.7%
s	104	6.8%
a	102	6.7%
l	102	6.7%
t	25	1.6%
i	15	1.0%
r	8	0.5%
c	8	0.5%
Other values (11)	19	1.2%

Uppercase Letter

Value	Count	Frequency (%)
N	489	28.1%
I	323	18.6%
V	244	14.0%
A	215	12.4%
D	162	9.3%
T	94	5.4%
M	44	2.5%
X	37	2.1%
G	37	2.1%
B	33	1.9%
Other values (8)	60	3.5%

Decimal Number

Value	Count	Frequency (%)
0	347	59.0%
1	151	25.7%
4	41	7.0%
2	23	3.9%
8	14	2.4%
5	9	1.5%
3	2	0.3%
7	1	0.2%

Space Separator

Value	Count	Frequency (%)
	359	100.0%

Format

Value	Count	Frequency (%)
	9	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3261	77.3%
Common	960	22.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	489	15.0%
e	441	13.5%
n	354	10.9%
o	345	10.6%
I	323	9.9%
V	244	7.5%
A	215	6.6%
D	162	5.0%
s	104	3.2%
a	102	3.1%
Other values (29)	482	14.8%

Common

Value	Count	Frequency (%)
	359	37.4%
0	347	36.1%
1	151	15.7%
4	41	4.3%
2	23	2.4%
8	14	1.5%
	9	0.9%
5	9	0.9%
-	3	0.3%
3	2	0.2%
Other values (2)	2	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4212	99.8%
Punctuation	9	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	489	11.6%
e	441	10.5%
	359	8.5%
n	354	8.4%
0	347	8.2%
o	345	8.2%
I	323	7.7%
V	244	5.8%
A	215	5.1%
D	162	3.8%
Other values (40)	933	22.2%

Punctuation

Value	Count	Frequency (%)
	9	100.0%

Cores per Socket
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	21
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.868

Minimum	4
Maximum	260
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	4
5-th percentile	12
Q1	18
median	22
Q3	29
95-th percentile	64
Maximum	260
Range	256
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	20.17415597
Coefficient of variation (CV)	0.6988414844
Kurtosis	33.61675403
Mean	28.868
Median Absolute Deviation (MAD)	6
Skewness	3.78695318
Sum	14434
Variance	406.9965691
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
24	100	20.0%
20	97	19.4%
64	74	14.8%
16	44	8.8%
18	41	8.2%
12	27	5.4%
28	21	4.2%
14	18	3.6%
48	16	3.2%
32	14	2.8%
Other values (11)	48	9.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	0.2%
6	1	0.2%
8	11	2.2%
10	6	1.2%
12	27	5.4%
14	18	3.6%
16	44	8.8%
18	41	8.2%
20	97	19.4%
22	5	1.0%

Value	Count	Frequency (%)
260	1	0.2%
68	6	1.2%
64	74	14.8%
48	16	3.2%
40	2	0.4%
38	5	1.0%
36	7	1.4%
32	14	2.8%
28	21	4.2%
26	3	0.6%

Processor Generation
Categorical

HIGH CORRELATION

Distinct	23
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Xeon Gold	126
Xeon Gold 62xx (Cascade Lake)	91
AMD Rome	57
Intel Xeon E5 (Broadwell)	49
Xeon Platinum 82xx (Cascade Lake)	35
Other values (18)	142

Length

Max length	33
Median length	30
Mean length	17.898
Min length	6

Characters and Unicode

Total characters	8949
Distinct characters	56
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	1.0%

Sample

1st row	AMD Milan
2nd row	Fujitsu A64FX
3rd row	AMD Milan
4th row	IBM POWER9
5th row	IBM POWER9

Common Values

Value	Count	Frequency (%)
Xeon Gold	126	25.2%
Xeon Gold 62xx (Cascade Lake)	91	18.2%
AMD Rome	57	11.4%
Intel Xeon E5 (Broadwell)	49	9.8%
Xeon Platinum 82xx (Cascade Lake)	35	7.0%
AMD Milan	34	6.8%
Xeon Platinum	29	5.8%
Intel Xeon E5 (Haswell)	16	3.2%
Xeon® Platinum 83xx (Ice Lake)	14	2.8%
Intel Xeon Phi	8	1.6%
Other values (13)	41	8.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
xeon	374	23.4%
gold	217	13.6%
lake	146	9.1%
cascade	132	8.3%
amd	93	5.8%
62xx	91	5.7%
platinum	84	5.3%
intel	83	5.2%
e5	73	4.6%
rome	57	3.6%
Other values (28)	246	15.4%

Most occurring characters

Value	Count	Frequency (%)
	1096	12.2%
e	915	10.2%
o	716	8.0%
n	602	6.7%
a	602	6.7%
l	559	6.2%
d	408	4.6%
X	394	4.4%
x	294	3.3%
(	222	2.5%
Other values (46)	3141	35.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5302	59.2%
Uppercase Letter	1700	19.0%
Space Separator	1096	12.2%
Decimal Number	389	4.3%
Open Punctuation	222	2.5%
Close Punctuation	222	2.5%
Other Symbol	14	0.2%
Dash Punctuation	4	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	915	17.3%
o	716	13.5%
n	602	11.4%
a	602	11.4%
l	559	10.5%
d	408	7.7%
x	294	5.5%
t	177	3.3%
s	160	3.0%
c	150	2.8%
Other values (12)	719	13.6%

Uppercase Letter

Value	Count	Frequency (%)
X	394	23.2%
G	217	12.8%
L	146	8.6%
M	135	7.9%
C	132	7.8%
I	111	6.5%
P	100	5.9%
A	98	5.8%
D	94	5.5%
E	89	5.2%
Other values (10)	184	10.8%

Decimal Number

Value	Count	Frequency (%)
2	133	34.2%
6	97	24.9%
5	74	19.0%
8	49	12.6%
3	14	3.6%
9	13	3.3%
4	5	1.3%
7	2	0.5%
0	2	0.5%

Space Separator

Value	Count	Frequency (%)
	1096	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	222	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	222	100.0%

Other Symbol

Value	Count	Frequency (%)
®	14	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7002	78.2%
Common	1947	21.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	915	13.1%
o	716	10.2%
n	602	8.6%
a	602	8.6%
l	559	8.0%
d	408	5.8%
X	394	5.6%
x	294	4.2%
G	217	3.1%
t	177	2.5%
Other values (32)	2118	30.2%

Common

Value	Count	Frequency (%)
	1096	56.3%
(	222	11.4%
)	222	11.4%
2	133	6.8%
6	97	5.0%
5	74	3.8%
8	49	2.5%
®	14	0.7%
3	14	0.7%
9	13	0.7%
Other values (4)	13	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8935	99.8%
None	14	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1096	12.3%
e	915	10.2%
o	716	8.0%
n	602	6.7%
a	602	6.7%
l	559	6.3%
d	408	4.6%
X	394	4.4%
x	294	3.3%
(	222	2.5%
Other values (45)	3127	35.0%

None

Value	Count	Frequency (%)
®	14	100.0%

System Model
Categorical

HIGH CARDINALITY

Distinct	131
Distinct (%)	26.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

ThinkSystem HR650X	43
Sugon TC6000	33
Inspur NF5468M5	30
ThinkSystem C0366	26
BullSequana XH2000	22
Other values (126)	346

Length

Max length	39
Median length	33
Mean length	15.862
Min length	9

Characters and Unicode

Total characters	7931
Distinct characters	68
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	71 ?
Unique (%)	14.2%

Sample

1st row	HPE Cray EX235a
2nd row	Supercomputer Fugaku
3rd row	HPE Cray EX235a
4th row	IBM Power System AC922
5th row	IBM Power System AC922

Common Values

Value	Count	Frequency (%)
ThinkSystem HR650X	43	8.6%
Sugon TC6000	33	6.6%
Inspur NF5468M5	30	6.0%
ThinkSystem C0366	26	5.2%
BullSequana XH2000	22	4.4%
Lenovo C1040	19	3.8%
ThinkSystem SR650	16	3.2%
Cray XC40	16	3.2%
ThinkSystem C2397	15	3.0%
HPE SGI 8600	11	2.2%
Other values (121)	269	53.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
thinksystem	139	12.0%
cray	56	4.8%
inspur	51	4.4%
hr650x	43	3.7%
sugon	36	3.1%
hpe	35	3.0%
tc6000	33	2.8%
bullsequana	32	2.8%
nf5468m5	30	2.6%
c0366	26	2.2%
Other values (187)	682	58.6%

Most occurring characters

Value	Count	Frequency (%)
	663	8.4%
0	609	7.7%
S	360	4.5%
e	343	4.3%
n	306	3.9%
5	267	3.4%
C	266	3.4%
6	250	3.2%
s	217	2.7%
T	216	2.7%
Other values (58)	4434	55.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3147	39.7%
Uppercase Letter	2332	29.4%
Decimal Number	1721	21.7%
Space Separator	663	8.4%
Dash Punctuation	51	0.6%
Other Punctuation	13	0.2%
Connector Punctuation	2	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	343	10.9%
n	306	9.7%
s	217	6.9%
u	204	6.5%
y	204	6.5%
r	200	6.4%
t	196	6.2%
o	184	5.8%
i	179	5.7%
l	175	5.6%
Other values (16)	939	29.8%

Uppercase Letter

Value	Count	Frequency (%)
S	360	15.4%
C	266	11.4%
T	216	9.3%
X	192	8.2%
I	139	6.0%
H	132	5.7%
E	125	5.4%
R	124	5.3%
P	115	4.9%
N	96	4.1%
Other values (14)	567	24.3%

Decimal Number

Value	Count	Frequency (%)
0	609	35.4%
5	267	15.5%
6	250	14.5%
2	165	9.6%
4	123	7.1%
1	87	5.1%
3	75	4.4%
8	73	4.2%
9	40	2.3%
7	32	1.9%

Other Punctuation

Value	Count	Frequency (%)
/	10	76.9%
.	2	15.4%
,	1	7.7%

Space Separator

Value	Count	Frequency (%)
	663	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	51	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5479	69.1%
Common	2452	30.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	360	6.6%
e	343	6.3%
n	306	5.6%
C	266	4.9%
s	217	4.0%
T	216	3.9%
u	204	3.7%
y	204	3.7%
r	200	3.7%
t	196	3.6%
Other values (40)	2967	54.2%

Common

Value	Count	Frequency (%)
	663	27.0%
0	609	24.8%
5	267	10.9%
6	250	10.2%
2	165	6.7%
4	123	5.0%
1	87	3.5%
3	75	3.1%
8	73	3.0%
-	51	2.1%
Other values (8)	89	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7931	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	663	8.4%
0	609	7.7%
S	360	4.5%
e	343	4.3%
n	306	3.9%
5	267	3.4%
C	266	3.4%
6	250	3.2%
s	217	2.7%
T	216	2.7%
Other values (58)	4434	55.9%

System Family
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct	51
Distinct (%)	10.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Lenovo ThinkSystem	139
Inspur Cluster	51
Sugon Cluster	36
BullSequana	32
Cray XC	25
Other values (46)	217

Length

Max length	30
Median length	25
Mean length	14.562
Min length	7

Characters and Unicode

Total characters	7281
Distinct characters	56
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	22 ?
Unique (%)	4.4%

Sample

1st row	HPE Cray EX
2nd row	Fujitsu Cluster
3rd row	HPE Cray EX
4th row	IBM Power Systems
5th row	IBM Power Systems

Common Values

Value	Count	Frequency (%)
Lenovo ThinkSystem	139	27.8%
Inspur Cluster	51	10.2%
Sugon Cluster	36	7.2%
BullSequana	32	6.4%
Cray XC	25	5.0%
HPE Cray EX	23	4.6%
Lenovo Cluster	21	4.2%
HPE Apollo	21	4.2%
Dell PowerEdge Cluster	20	4.0%
NVIDIA DGX	16	3.2%
Other values (41)	116	23.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
cluster	182	17.4%
lenovo	161	15.4%
thinksystem	139	13.3%
cray	56	5.4%
hpe	56	5.4%
inspur	51	4.9%
sugon	36	3.4%
bullsequana	32	3.1%
xc	25	2.4%
ex	23	2.2%
Other values (59)	285	27.2%

Most occurring characters

Value	Count	Frequency (%)
e	630	8.7%
	553	7.6%
o	459	6.3%
n	446	6.1%
s	410	5.6%
u	406	5.6%
t	370	5.1%
l	359	4.9%
r	359	4.9%
C	297	4.1%
Other values (46)	2992	41.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4887	67.1%
Uppercase Letter	1771	24.3%
Space Separator	553	7.6%
Decimal Number	58	0.8%
Dash Punctuation	10	0.1%
Other Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	630	12.9%
o	459	9.4%
n	446	9.1%
s	410	8.4%
u	406	8.3%
t	370	7.6%
l	359	7.3%
r	359	7.3%
y	205	4.2%
i	191	3.9%
Other values (16)	1052	21.5%

Uppercase Letter

Value	Count	Frequency (%)
C	297	16.8%
S	263	14.9%
L	166	9.4%
T	149	8.4%
E	138	7.8%
I	130	7.3%
P	116	6.5%
X	72	4.1%
H	72	4.1%
A	63	3.6%
Other values (12)	305	17.2%

Decimal Number

Value	Count	Frequency (%)
0	30	51.7%
6	12	20.7%
8	12	20.7%
2	2	3.4%
3	2	3.4%

Space Separator

Value	Count	Frequency (%)
	553	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	10	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6658	91.4%
Common	623	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	630	9.5%
o	459	6.9%
n	446	6.7%
s	410	6.2%
u	406	6.1%
t	370	5.6%
l	359	5.4%
r	359	5.4%
C	297	4.5%
S	263	4.0%
Other values (38)	2659	39.9%

Common

Value	Count	Frequency (%)
	553	88.8%
0	30	4.8%
6	12	1.9%
8	12	1.9%
-	10	1.6%
2	2	0.3%
/	2	0.3%
3	2	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7281	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	630	8.7%
	553	7.6%
o	459	6.3%
n	446	6.1%
s	410	5.6%
u	406	5.6%
t	370	5.1%
l	359	4.9%
r	359	4.9%
C	297	4.1%
Other values (46)	2992	41.1%

Interconnect Family
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Gigabit Ethernet	228
Infiniband	195
Omnipath	39
Custom Interconnect	32
Proprietary Network	6

Length

Max length	19
Median length	16
Mean length	13.264
Min length	8

Characters and Unicode

Total characters	6632
Distinct characters	28
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Gigabit Ethernet
2nd row	Proprietary Network
3rd row	Gigabit Ethernet
4th row	Infiniband
5th row	Infiniband

Common Values

Value	Count	Frequency (%)
Gigabit Ethernet	228	45.6%
Infiniband	195	39.0%
Omnipath	39	7.8%
Custom Interconnect	32	6.4%
Proprietary Network	6	1.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
gigabit	228	29.8%
ethernet	228	29.8%
infiniband	195	25.5%
omnipath	39	5.1%
custom	32	4.2%
interconnect	32	4.2%
proprietary	6	0.8%
network	6	0.8%

Most occurring characters

Value	Count	Frequency (%)
n	948	14.3%
i	891	13.4%
t	831	12.5%
e	532	8.0%
a	468	7.1%
b	423	6.4%
r	284	4.3%
h	267	4.0%
	266	4.0%
G	228	3.4%
Other values (18)	1494	22.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5600	84.4%
Uppercase Letter	766	11.6%
Space Separator	266	4.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	948	16.9%
i	891	15.9%
t	831	14.8%
e	532	9.5%
a	468	8.4%
b	423	7.6%
r	284	5.1%
h	267	4.8%
g	228	4.1%
d	195	3.5%
Other values (10)	533	9.5%

Uppercase Letter

Value	Count	Frequency (%)
G	228	29.8%
E	228	29.8%
I	227	29.6%
O	39	5.1%
C	32	4.2%
P	6	0.8%
N	6	0.8%

Space Separator

Value	Count	Frequency (%)
	266	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6366	96.0%
Common	266	4.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	948	14.9%
i	891	14.0%
t	831	13.1%
e	532	8.4%
a	468	7.4%
b	423	6.6%
r	284	4.5%
h	267	4.2%
G	228	3.6%
g	228	3.6%
Other values (17)	1266	19.9%

Common

Value	Count	Frequency (%)
	266	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6632	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	948	14.3%
i	891	13.4%
t	831	12.5%
e	532	8.0%
a	468	7.1%
b	423	6.4%
r	284	4.3%
h	267	4.0%
	266	4.0%
G	228	3.4%
Other values (18)	1494	22.5%

Interconnect
Categorical

HIGH CORRELATION

Distinct	38
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

25G Ethernet	69
10G Ethernet	67
100G Ethernet	48
Infiniband EDR	41
Intel Omni-Path	37
Other values (33)	238

Length

Max length	58
Median length	55
Mean length	15.17
Min length	6

Characters and Unicode

Total characters	7585
Distinct characters	52
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	2.8%

Sample

1st row	Slingshot-11
2nd row	Tofu interconnect D
3rd row	Slingshot-11
4th row	Dual-rail Mellanox EDR Infiniband
5th row	Dual-rail Mellanox EDR Infiniband

Common Values

Value	Count	Frequency (%)
25G Ethernet	69	13.8%
10G Ethernet	67	13.4%
100G Ethernet	48	9.6%
Infiniband EDR	41	8.2%
Intel Omni-Path	37	7.4%
Infiniband HDR	32	6.4%
Aries interconnect	25	5.0%
Mellanox HDR Infiniband	24	4.8%
InfiniBand HDR100	21	4.2%
Infiniband FDR	20	4.0%
Other values (28)	116	23.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ethernet	203	19.2%
infiniband	190	18.0%
hdr	73	6.9%
25g	69	6.5%
10g	67	6.3%
edr	59	5.6%
100g	48	4.5%
mellanox	46	4.3%
omni-path	39	3.7%
intel	38	3.6%
Other values (38)	226	21.4%

Most occurring characters

Value	Count	Frequency (%)
n	1034	13.6%
e	600	7.9%
t	593	7.8%
	584	7.7%
i	530	7.0%
a	320	4.2%
r	293	3.9%
0	288	3.8%
E	267	3.5%
h	266	3.5%
Other values (42)	2810	37.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4760	62.8%
Uppercase Letter	1510	19.9%
Decimal Number	649	8.6%
Space Separator	584	7.7%
Dash Punctuation	74	1.0%
Other Punctuation	8	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	1034	21.7%
e	600	12.6%
t	593	12.5%
i	530	11.1%
a	320	6.7%
r	293	6.2%
h	266	5.6%
f	200	4.2%
d	197	4.1%
l	180	3.8%
Other values (12)	547	11.5%

Uppercase Letter

Value	Count	Frequency (%)
E	267	17.7%
I	236	15.6%
G	204	13.5%
D	204	13.5%
R	189	12.5%
H	108	7.2%
B	54	3.6%
P	50	3.3%
M	47	3.1%
O	39	2.6%
Other values (9)	112	7.4%

Decimal Number

Value	Count	Frequency (%)
0	288	44.4%
1	183	28.2%
2	85	13.1%
5	69	10.6%
4	22	3.4%
6	1	0.2%
8	1	0.2%

Other Punctuation

Value	Count	Frequency (%)
/	7	87.5%
.	1	12.5%

Space Separator

Value	Count	Frequency (%)
	584	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	74	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6270	82.7%
Common	1315	17.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	1034	16.5%
e	600	9.6%
t	593	9.5%
i	530	8.5%
a	320	5.1%
r	293	4.7%
E	267	4.3%
h	266	4.2%
I	236	3.8%
G	204	3.3%
Other values (31)	1927	30.7%

Common

Value	Count	Frequency (%)
	584	44.4%
0	288	21.9%
1	183	13.9%
2	85	6.5%
-	74	5.6%
5	69	5.2%
4	22	1.7%
/	7	0.5%
6	1	0.1%
.	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7585	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	1034	13.6%
e	600	7.9%
t	593	7.8%
	584	7.7%
i	530	7.0%
a	320	4.2%
r	293	3.9%
0	288	3.8%
E	267	3.5%
h	266	3.5%
Other values (42)	2810	37.0%

Continent
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Asia	228
North America	142
Europe	118
South America	6
Oceania	5

Length

Max length	13
Median length	7
Mean length	7.17
Min length	4

Characters and Unicode

Total characters	3585
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

1st row	North America
2nd row	Asia
3rd row	Europe
4th row	North America
5th row	North America

Common Values

Value	Count	Frequency (%)
Asia	228	45.6%
North America	142	28.4%
Europe	118	23.6%
South America	6	1.2%
Oceania	5	1.0%
Africa	1	0.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
asia	228	35.2%
america	148	22.8%
north	142	21.9%
europe	118	18.2%
south	6	0.9%
oceania	5	0.8%
africa	1	0.2%

Most occurring characters

Value	Count	Frequency (%)
r	409	11.4%
a	387	10.8%
i	382	10.7%
A	377	10.5%
e	271	7.6%
o	266	7.4%
s	228	6.4%
c	154	4.3%
	148	4.1%
m	148	4.1%
Other values (10)	815	22.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2789	77.8%
Uppercase Letter	648	18.1%
Space Separator	148	4.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	409	14.7%
a	387	13.9%
i	382	13.7%
e	271	9.7%
o	266	9.5%
s	228	8.2%
c	154	5.5%
m	148	5.3%
h	148	5.3%
t	148	5.3%
Other values (4)	248	8.9%

Uppercase Letter

Value	Count	Frequency (%)
A	377	58.2%
N	142	21.9%
E	118	18.2%
S	6	0.9%
O	5	0.8%

Space Separator

Value	Count	Frequency (%)
	148	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3437	95.9%
Common	148	4.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	409	11.9%
a	387	11.3%
i	382	11.1%
A	377	11.0%
e	271	7.9%
o	266	7.7%
s	228	6.6%
c	154	4.5%
m	148	4.3%
h	148	4.3%
Other values (9)	667	19.4%

Common

Value	Count	Frequency (%)
	148	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3585	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	409	11.4%
a	387	10.8%
i	382	10.7%
A	377	10.5%
e	271	7.6%
o	266	7.4%
s	228	6.4%
c	154	4.3%
	148	4.1%
m	148	4.1%
Other values (10)	815	22.7%

Site ID
Categorical

HIGH CARDINALITY

Distinct	233
Distinct (%)	46.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

50,329	37
50,905	26
50,854	21
50,171	14
50,787	12
Other values (228)	390

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	3000
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	144 ?
Unique (%)	28.8%

Sample

1st row	48,553
2nd row	50,831
3rd row	50,908
4th row	48,553
5th row	49,763

Common Values

Value	Count	Frequency (%)
50,329	37	7.4%
50,905	26	5.2%
50,854	21	4.2%
50,171	14	2.8%
50,787	12	2.4%
50,743	11	2.2%
50,774	8	1.6%
50,330	7	1.4%
48,448	6	1.2%
50,759	6	1.2%
Other values (223)	352	70.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
50,329	37	7.4%
50,905	26	5.2%
50,854	21	4.2%
50,171	14	2.8%
50,787	12	2.4%
50,743	11	2.2%
50,774	8	1.6%
50,330	7	1.4%
50,759	6	1.2%
48,448	6	1.2%
Other values (223)	352	70.4%

Most occurring characters

Value	Count	Frequency (%)
5	519	17.3%
,	500	16.7%
0	483	16.1%
4	292	9.7%
8	244	8.1%
7	231	7.7%
9	225	7.5%
3	161	5.4%
1	129	4.3%
2	122	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2500	83.3%
Other Punctuation	500	16.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	519	20.8%
0	483	19.3%
4	292	11.7%
8	244	9.8%
7	231	9.2%
9	225	9.0%
3	161	6.4%
1	129	5.2%
2	122	4.9%
6	94	3.8%

Other Punctuation

Value	Count	Frequency (%)
,	500	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	519	17.3%
,	500	16.7%
0	483	16.1%
4	292	9.7%
8	244	8.1%
7	231	7.7%
9	225	7.5%
3	161	5.4%
1	129	4.3%
2	122	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	519	17.3%
,	500	16.7%
0	483	16.1%
4	292	9.7%
8	244	8.1%
7	231	7.7%
9	225	7.5%
3	161	5.4%
1	129	4.3%
2	122	4.1%

System ID
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	500
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	179678.018

Minimum	176908
Maximum	180085
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	176908
5-th percentile	178604.05
Q1	179581.75
median	179813.5
Q3	179953.25
95-th percentile	180060.05
Maximum	180085
Range	3177
Interquartile range (IQR)	371.5

Descriptive statistics

Standard deviation	444.7186065
Coefficient of variation (CV)	0.002475086332
Kurtosis	8.909626906
Mean	179678.018
Median Absolute Deviation (MAD)	162
Skewness	-2.563668451
Sum	89839009
Variance	197774.639
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180047	1	0.2%
179652	1	0.2%
179824	1	0.2%
179823	1	0.2%
179840	1	0.2%
180019	1	0.2%
180076	1	0.2%
180027	1	0.2%
179755	1	0.2%
179844	1	0.2%
Other values (490)	490	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
176908	1	0.2%
176929	1	0.2%
177259	1	0.2%
177824	1	0.2%
177999	1	0.2%
178071	1	0.2%
178250	1	0.2%
178425	1	0.2%
178431	1	0.2%
178432	1	0.2%

Value	Count	Frequency (%)
180085	1	0.2%
180084	1	0.2%
180083	1	0.2%
180082	1	0.2%
180081	1	0.2%
180080	1	0.2%
180079	1	0.2%
180078	1	0.2%
180077	1	0.2%
180076	1	0.2%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	Rank	Previous Rank	First Appearance	First Rank	Name	Computer	Site	Manufacturer	Country	Year	Segment	Total Cores	Accelerator/Co-Processor Cores	Rmax [TFlop/s]	Rpeak [TFlop/s]	Nmax	Nhalf	HPCG [TFlop/s]	Power (kW)	Power Source	Energy Efficiency [GFlops/Watts]	Memory	Architecture	Processor	Processor Technology	Processor Speed (MHz)	Operating System	OS Family	Accelerator/Co-Processor	Cores per Socket	Processor Generation	System Model	System Family	Interconnect Family	Interconnect	Continent	Site ID	System ID
0	1	NaN	59	1	Frontier	HPE Cray EX235a, AMD Optimized 3rd Generation EPYC 64C 2GHz, AMD Instinct MI250X, Slingshot-11	DOE/SC/Oak Ridge National Laboratory	HPE	United States	2021	Research	8,730,112	8,138,240	1,102,000.00	1,685,651.46	24,440,832	NaN	NaN	21,100.00	Submitted	52.23	NaN	MPP	AMD Optimized 3rd Generation EPYC 64C 2GHz	AMD Zen-3 (Milan)	2,000	HPE Cray OS	Linux	AMD Instinct MI250X	64	AMD Milan	HPE Cray EX235a	HPE Cray EX	Gigabit Ethernet	Slingshot-11	North America	48,553	180047
1	2	1.0	55	1	Supercomputer Fugaku	Supercomputer Fugaku, A64FX 48C 2.2GHz, Tofu interconnect D	RIKEN Center for Computational Science	Fujitsu	Japan	2020	Research	7,630,848	NaN	442,010.00	537,212.00	21,288,960	NaN	16,004.50	29,899.23	Submitted	14.78	NaN	MPP	A64FX 48C 2.2GHz	Fujitsu ARM	2,200	Red Hat Enterprise Linux	Linux	None	48	Fujitsu A64FX	Supercomputer Fugaku	Fujitsu Cluster	Proprietary Network	Tofu interconnect D	Asia	50,831	179807
2	3	NaN	59	3	LUMI	HPE Cray EX235a, AMD Optimized 3rd Generation EPYC 64C 2GHz, AMD Instinct MI250X, Slingshot-11	EuroHPC/CSC	HPE	Finland	2022	Research	1,110,144	1,034,880	151,900.00	214,351.87	8,709,120	NaN	1,935.73	2,942.13	Submitted	51.63	NaN	MPP	AMD Optimized 3rd Generation EPYC 64C 2GHz	AMD Zen-3 (Milan)	2,000	HPE Cray OS	Linux	AMD Instinct MI250X	64	AMD Milan	HPE Cray EX235a	HPE Cray EX	Gigabit Ethernet	Slingshot-11	Europe	50,908	180048
3	4	2.0	51	1	Summit	IBM Power System AC922, IBM POWER9 22C 3.07GHz, NVIDIA Volta GV100, Dual-rail Mellanox EDR Infiniband	DOE/SC/Oak Ridge National Laboratory	IBM	United States	2018	Research	2,414,592	2,211,840	148,600.00	200,794.88	16,473,600	NaN	2,925.75	10,096.00	Submitted	14.72	NaN	Cluster	IBM POWER9 22C 3.07GHz	Power	3,070	RHEL 7.4	Linux	NVIDIA Volta GV100	22	IBM POWER9	IBM Power System AC922	IBM Power Systems	Infiniband	Dual-rail Mellanox EDR Infiniband	North America	48,553	179397
4	5	3.0	51	3	Sierra	IBM Power System AC922, IBM POWER9 22C 3.1GHz, NVIDIA Volta GV100, Dual-rail Mellanox EDR Infiniband	DOE/NNSA/LLNL	IBM / NVIDIA / Mellanox	United States	2018	Research	1,572,480	1,382,400	94,640.00	125,712.00	11,902,464	NaN	1,795.67	7,438.28	Submitted	12.72	NaN	Cluster	IBM POWER9 22C 3.1GHz	Power	3,100	Red Hat Enterprise Linux	Linux	NVIDIA Volta GV100	22	IBM POWER9	IBM Power System AC922	IBM Power Systems	Infiniband	Dual-rail Mellanox EDR Infiniband	North America	49,763	179398
5	6	4.0	47	1	Sunway TaihuLight	Sunway MPP, Sunway SW26010 260C 1.45GHz, Sunway	National Supercomputing Center in Wuxi	NRCPC	China	2016	Research	10,649,600	NaN	93,014.59	125,435.90	12,288,000	NaN	480.85	15,371.00	Submitted	6.05	NaN	MPP	Sunway SW26010 260C 1.45GHz	ShenWei	1,450	Sunway RaiseOS 2.0.5	Linux	None	260	Sunway	Sunway MPP	Sunway Cluster	Custom Interconnect	Sunway	Asia	50,623	178764
6	7	5.0	57	5	Perlmutter	HPE Cray EX235n, AMD EPYC 7763 64C 2.45GHz, NVIDIA A100 SXM4 40 GB, Slingshot-10	DOE/SC/LBNL/NERSC	HPE	United States	2021	Research	761,856	663,552	70,870.00	93,750.00	5,566,464	NaN	1,905.44	2,589.00	Submitted	27.37	NaN	MPP	AMD EPYC 7763 64C 2.45GHz	AMD Zen-3 (Milan)	2,450	HPE Cray OS	Linux	NVIDIA A100 SXM4 40 GB	64	AMD Milan	HPE Cray EX235n	HPE Cray EX	Gigabit Ethernet	Slingshot-10	North America	48,429	179972
7	8	6.0	55	7	Selene	NVIDIA DGX A100, AMD EPYC 7742 64C 2.25GHz, NVIDIA A100, Mellanox HDR Infiniband	NVIDIA Corporation	Nvidia	United States	2020	Vendor	555,520	483,840	63,460.00	79,215.00	6,598,656	NaN	1,622.51	2,646.00	Submitted	23.98	NaN	Cluster	AMD EPYC 7742 64C 2.25GHz	AMD Zen-2 (Rome)	2,250	Ubuntu 20.04.1 LTS	Linux	NVIDIA A100	64	AMD Rome	NVIDIA DGX A100	NVIDIA DGX	Infiniband	Mellanox HDR Infiniband	North America	48,448	179842
8	9	7.0	41	1	Tianhe-2A	TH-IVB-FEP Cluster, Intel Xeon E5-2692v2 12C 2.2GHz, TH Express-2, Matrix-2000	National Super Computer Center in Guangzhou	NUDT	China	2018	Research	4,981,760	4,554,752	61,444.50	100,678.66	9,773,000	NaN	NaN	18,482.00	Submitted	3.32	NaN	Cluster	Intel Xeon E5-2692v2 12C 2.2GHz	Intel IvyBridge	2,200	Kylin Linux	Linux	Matrix-2000	12	Intel Xeon E5 (IvyBridge)	TH-IVB-FEP Cluster	TH-IVB Cluster	Custom Interconnect	TH Express-2	Asia	50,365	177999
9	10	NaN	59	10	Adastra	HPE Cray EX235a, AMD Optimized 3rd Generation EPYC 64C 2GHz, AMD Instinct MI250X, Slingshot-11	Grand Equipement National de Calcul Intensif - Centre Informatique National de l'Enseignement Suprieur (GENCI-CINES)	HPE	France	2022	Academic	319,072	297,440	46,100.00	61,607.94	4,492,800	NaN	562.01	921.48	Submitted	50.03	NaN	MPP	AMD Optimized 3rd Generation EPYC 64C 2GHz	AMD Zen-3 (Milan)	2,000	HPE Cray OS	Linux	AMD Instinct MI250X	64	AMD Milan	HPE Cray EX235a	HPE Cray EX	Gigabit Ethernet	Slingshot-11	Europe	50,203	180051

Last rows

	Rank	Previous Rank	First Appearance	First Rank	Name	Computer	Site	Manufacturer	Country	Year	Segment	Total Cores	Accelerator/Co-Processor Cores	Rmax [TFlop/s]	Rpeak [TFlop/s]	Nmax	Nhalf	HPCG [TFlop/s]	Power (kW)	Power Source	Energy Efficiency [GFlops/Watts]	Memory	Architecture	Processor	Processor Technology	Processor Speed (MHz)	Operating System	OS Family	Accelerator/Co-Processor	Cores per Socket	Processor Generation	System Model	System Family	Interconnect Family	Interconnect	Continent	Site ID	System ID
490	491	456.0	51	110	Software Company (M) A11	Lenovo C1040, Xeon E5-2673v4 20C 2.3GHz, 40G Ethernet	Hosting Services	Lenovo	United States	2018	Industry	57,600	NaN	1,649.11	2,119.68	8,586,432	NaN	NaN	NaN	NaN	NaN	NaN	Cluster	Xeon E5-2673v4 20C 2.3GHz	Intel Broadwell	2,300	Linux	Linux	None	20	Intel Xeon E5 (Broadwell)	Lenovo C1040	Lenovo Cluster	Gigabit Ethernet	40G Ethernet	North America	50,171	179341
491	492	457.0	51	111	Software Company (M) A10	Lenovo C1040, Xeon E5-2673v4 20C 2.3GHz, 40G Ethernet	Hosting Services	Lenovo	United States	2018	Industry	57,600	NaN	1,649.11	2,119.68	8,586,432	NaN	NaN	NaN	NaN	NaN	NaN	Cluster	Xeon E5-2673v4 20C 2.3GHz	Intel Broadwell	2,300	Linux	Linux	None	20	Intel Xeon E5 (Broadwell)	Lenovo C1040	Lenovo Cluster	Gigabit Ethernet	40G Ethernet	North America	50,171	179342
492	493	458.0	51	112	Software Company (M) A9	Lenovo C1040, Xeon E5-2673v4 20C 2.3GHz, 40G Ethernet	Hosting Services	Lenovo	United States	2018	Industry	57,600	NaN	1,649.11	2,119.68	8,586,432	NaN	NaN	NaN	NaN	NaN	NaN	Cluster	Xeon E5-2673v4 20C 2.3GHz	Intel Broadwell	2,300	Linux	Linux	None	20	Intel Xeon E5 (Broadwell)	Lenovo C1040	Lenovo Cluster	Gigabit Ethernet	40G Ethernet	North America	50,171	179343
493	494	459.0	51	113	Software Company (M) A8	Lenovo C1040, Xeon E5-2673v4 20C 2.3GHz, 40G Ethernet	Hosting Services	Lenovo	United States	2018	Industry	57,600	NaN	1,649.11	2,119.68	8,586,432	NaN	NaN	NaN	NaN	NaN	NaN	Cluster	Xeon E5-2673v4 20C 2.3GHz	Intel Broadwell	2,300	Linux	Linux	None	20	Intel Xeon E5 (Broadwell)	Lenovo C1040	Lenovo Cluster	Gigabit Ethernet	40G Ethernet	North America	50,171	179344
494	495	460.0	51	114	Software Company (M) A7	Lenovo C1040, Xeon E5-2673v4 20C 2.3GHz, 40G Ethernet	Hosting Services	Lenovo	United States	2018	Industry	57,600	NaN	1,649.11	2,119.68	8,586,432	NaN	NaN	NaN	NaN	NaN	NaN	Cluster	Xeon E5-2673v4 20C 2.3GHz	Intel Broadwell	2,300	Linux	Linux	None	20	Intel Xeon E5 (Broadwell)	Lenovo C1040	Lenovo Cluster	Gigabit Ethernet	40G Ethernet	North America	50,171	179345
495	496	461.0	51	115	Software Company (M) A6	Lenovo C1040, Xeon E5-2673v4 20C 2.3GHz, 40G Ethernet	Hosting Services	Lenovo	United States	2018	Industry	57,600	NaN	1,649.11	2,119.68	8,586,432	NaN	NaN	NaN	NaN	NaN	NaN	Cluster	Xeon E5-2673v4 20C 2.3GHz	Intel Broadwell	2,300	Linux	Linux	None	20	Intel Xeon E5 (Broadwell)	Lenovo C1040	Lenovo Cluster	Gigabit Ethernet	40G Ethernet	North America	50,171	179346
496	497	462.0	51	116	Software Company (M) A4	Lenovo C1040, Xeon E5-2673v4 20C 2.3GHz, 40G Ethernet	Hosting Services	Lenovo	United States	2018	Industry	57,600	NaN	1,649.11	2,119.68	8,586,432	NaN	NaN	NaN	NaN	NaN	NaN	Cluster	Xeon E5-2673v4 20C 2.3GHz	Intel Broadwell	2,300	Linux	Linux	None	20	Intel Xeon E5 (Broadwell)	Lenovo C1040	Lenovo Cluster	Gigabit Ethernet	40G Ethernet	North America	50,171	179347
497	498	463.0	51	117	Software Company (M) A3	Lenovo C1040, Xeon E5-2673v4 20C 2.3GHz, 40G Ethernet	Hosting Services	Lenovo	United States	2018	Industry	57,600	NaN	1,649.11	2,119.68	8,586,432	NaN	NaN	NaN	NaN	NaN	NaN	Cluster	Xeon E5-2673v4 20C 2.3GHz	Intel Broadwell	2,300	Linux	Linux	None	20	Intel Xeon E5 (Broadwell)	Lenovo C1040	Lenovo Cluster	Gigabit Ethernet	40G Ethernet	North America	50,171	179348
498	499	464.0	51	118	Software Company (M) A2	Lenovo C1040, Xeon E5-2673v4 20C 2.3GHz, 40G Ethernet	Hosting Services	Lenovo	United States	2017	Industry	57,600	NaN	1,649.11	2,119.68	8,586,432	NaN	NaN	NaN	NaN	NaN	NaN	Cluster	Xeon E5-2673v4 20C 2.3GHz	Intel Broadwell	2,300	Linux	Linux	None	20	Intel Xeon E5 (Broadwell)	Lenovo C1040	Lenovo Cluster	Gigabit Ethernet	40G Ethernet	North America	50,171	179349
499	500	465.0	51	119	Software Company (M) A1	Lenovo C1040, Xeon E5-2673v4 20C 2.3GHz, 40G Ethernet	Hosting Services	Lenovo	United States	2017	Industry	57,600	NaN	1,649.11	2,119.68	8,586,432	NaN	NaN	NaN	NaN	NaN	NaN	Cluster	Xeon E5-2673v4 20C 2.3GHz	Intel Broadwell	2,300	Linux	Linux	None	20	Intel Xeon E5 (Broadwell)	Lenovo C1040	Lenovo Cluster	Gigabit Ethernet	40G Ethernet	North America	50,171	179350

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Format

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Punctuation

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Dash Punctuation

Decimal Number

Space Separator

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Punctuation

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script